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55th HICSS 2022: Virtual Event / Maui, Hawaii, USA
- 55th Hawaii International Conference on System Sciences, HICSS 2022, Virtual Event / Maui, Hawaii, USA, January 4-7, 2022. ScholarSpace 2022

Collaboration Systems and Technologies
AI and Future of Work
- Triparna de Vreede, Xusen Cheng:

Introduction to the Minitrack on AI and Future of Work. 1 - Lennart Hofeditz, Milad Mirbabaie, Audrey Luther, Riccarda Mauth, Ina Rentemeister:

Ethics Guidelines for Using AI-based Algorithms in Recruiting: Learnings from a Systematic Literature Review. 1-10 - Gladie Lui, Connie Shum:

Impact of Robotic Process Automation on Future Employment of Accounting Professionals. 1-9 - Edona Elshan, Dominik Siemon, Triparna de Vreede, Gert-Jan de Vreede, Sarah Oeste-Reiß, Philipp Ebel:

Requirements for AI-based Teammates: A Qualitative Inquiry in the Context of Creative Workshops. 1-10 - Izabel Cvetkovic, Eva A. C. Bittner:

Task Delegability to AI: Evaluation of a Framework in a Knowledge Work Context. 1-10 - Kristel M. de Nobrega, Anne-Françoise Rutkowski:

The AI Family: The Information Security Managers Best Frenemy? 1-10
Advances in Teaching and Learning Technologies
- Olga Scrivner, Christian McKay, James Scrivner, Nitocris Perez:

Introduction to the Minitrack on Advances in Teaching and Learning Technologies. 1-2 - Isabel Pedersen, Ann Hill Duin:

AI Agents, Humans and Untangling the Marketing of Artificial Intelligence in Learning Environments. 1-10 - Francezca Dagoc, Kaveh Abhari, Vanessa Roy, Elijah Nobis:

Entrepreneurship Education Platform Design: The Relationships between Autodidactic Affordances and Experiential Learning Needs. 1-10 - Jani Holopainen, Antti Lähtevänoja, Tuure Tuunanen:

Immersive Virtual Reality Education Application - Four Development Iterations along Design Science Research Methodology. 1-10 - Danielly F. O. de Paula, David Hahn, Christoph Matthies, Falk Uebernickel:

InnoPulse: a Tool to Support Collaborative Reflection in Creativity-Driven Engineering Projects. 1-10 - Zhao Du, Fang Wang, Shan Wang:

Posting versus Replying: The Effects of Instructor Participation in MOOC Discussion Forums. 1-10 - Alina Bockshecker, Katharina Ebner, Stefan Smolnik:

Technology-Enhanced Learning Environments and Adaptive Learning Systems - Development of Functionality Taxonomies. 1-10 - Wilk Oliveira, Kamilla Tenório, Juho Hamari, Seiji Isotani:

The Relationship Between Students' Flow Experience and Their Behavior Data in Gamified Educational Systems. 1-10 - Florian Lenk, Sebastian Schmidt:

The Virtual Tutor: Combining Conversational Agents with Learning Analytics to support Formative Assessment in Online Collaborative Learning. 1-10 - Gustaf Neumann, Alexander Meisl:

Towards Better Support for Machine-Assisted Human Grading of Short-Text Answers. 1-10 - Tim A. Majchrzak, Jaziar Radianti, Jennifer Fromm, Michael Gau:

Towards Routinely Using Virtual Reality in Higher Education. 1-10 - Sebastian Brenk:

What Students Want: Using A Need-based Innovation Approach for Digitizing Higher Education. 1-10
Adversarial Coordination in Collaboration and Social Media Systems
- Christy M. K. Cheung, Matthew K. O. Lee, Christian Wagner, Marten Risius:

Introduction to the Minitrack on Adversarial Coordination in Collaboration and Social Media Systems. 1 - Karen D'Souza, Aaron M. French:

Social Media and Fake News Detection using Adversarial Collaboration. 1-9 - Sippo Rossi:

The Scamdemic Conspiracy Theory and Twitter's Failure to Moderate COVID-19 Misinformation. 1-10 - Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria, Ankur Jaiswal, Benjamin P.-C. Yen:

Unravelling the Origins of Infobesity: The Impact of Frequency on Intensity. 1-10
Applications of Human-AI Collaboration: Insights from Theory and Practice
- Sarah Oeste-Reiß, Philipp Ebel, Eva A. C. Bittner, Matthias Söllner:

Introduction to the Minitrack on Applications of Human-AI Collaboration: Insights from Theory and Practice. 1-2 - Silvana Hinsen, Peter Hofmann, Jan Jöhnk, Nils Urbach:

How Can Organizations Design Purposeful Human-AI Interactions: A Practical Perspective From Existing Use Cases and Interviews. 1-10 - Anika Schroder, Ioanna D. Constantiou, Virpi Tuunainen, Robert D. Austin:

Human-AI Collaboration - Coordinating Automation and Augmentation Tasks in a Digital Service Company. 1-10 - Sara Hooshangi

, Soheil Sibdari:
Human-Machine Hybrid Decision Making with Applications in Auditing. 1-10 - Dzmitry Katsiuba, Tannon Kew, Mateusz Dolata, Gerhard Schwabe:

Supporting Online Customer Feedback Management with Automatic Review Response Generation. 1-11 - Kristin Divis, Breannan C. Howell, Laura E. Matzen, Mallory C. Stites, Zoe N. Gastelum:

The Cognitive Effects of Machine Learning Aid in Domain-Specific and Domain-General Tasks. 1-8 - Anna Taudien, Andreas Fügener, Alok Gupta, Wolfgang Ketter:

The Effect of AI Advice on Human Confidence in Decision-Making. 1-9 - Jess Hohenstein, Lindsay E. Larson, Yoyo Tsung-Yu Hou, Alexa M. Harris, Aaron Schecter, Leslie A. DeChurch, Noshir Contractor, Malte F. Jung:

Vero: A Method for Remotely Studying Human-AI Collaboration. 1-10
Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations
- Celina M. Olszak, Dilek Kozanoglu, Jozef M. Zurada:

Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. 1-2 - Ginger Korsten, Banu Aysolmaz, Oktay Türetken, Diederick Edel, Baris Özkan:

ADA-CMM: A Capability Maturity Model for Advanced Data Analytics. 1-10 - Celina M. Olszak, Arkadiusz Kisolek:

Dashboard Framework. A Tool for Threat Monitoring on the Example of Covid-19. 1-10 - Ojaswi Malik, Ankur Jaiswal, Abhishek Kathuria, Prasanna P. Karhade:

Leveraging BI Systems to Overcome Infobesity: A Comparative Analysis of Incumbent and New Entrant firms. 1-10 - Dilek Kozanoglu, Subrata Chakraborty, Md. Ahsan Uddin Murad:

Public Procurement, Big Data Analytics Capabilities, and Healthcare Supply Chain Sustainability. 1-8 - Pawel Weichbroth, Jolanta Kowal, Marcin Kalinowski:

Toward a unified model of mobile Business Intelligence (m-BI) acceptance and use. 1-10
Collaboration for Data Science
- Lina Zhou, Florian Schwade, Souren Paul:

Introduction to the Minitrack on Collaboration for Data Science. 1-2 - Jin Hu, Daning Hu, Xuan Yang, Michael Chau:

The Impacts of Lockdown on Open Source Software Contributions during the COVID-19 Outbreak. 1-10 - Dylan Meyer, Jie Tao, Alison Kris:

Tune Down the Misinformation, Please: Generating Corrective Messages for COVID-19 Misinformation. 1-10
Collaboration in Online Communities: Information Processing and Decision Making
- Tom Meservy, Kelly J. Fadel, Matthew L. Jensen:

Introduction to the Minitrack on Collaboration in Online Communities: Information Processing and Decision Making. 1 - Kelly J. Fadel, Matthew L. Jensen, Michael Matthews, Tom Meservy:

An Empirical Examination of Peer vs. Expert Advice in Online Forums. 1-10 - Julian Wahl, Thomas Ströhle, Johann Füller, Katja Hutter:

Exploring Machine-based Idea Landscapes - The Impact of Granularity. 1-10 - Aelita Skarzauskiené:

Monitoring Collective Intelligence in Lithuania's Online Communities. 1-9
Collaboration with Intelligent Systems: Machines as Teammates
- Douglas C. Derrick, Isabella Seeber, Joel S. Elson, Lena Waizenegger:

Introduction to the Minitrack on Collaboration with Intelligent Systems: Machines as Teammates. 1-2 - Biagio Palese, Matthew Pickard, Marcin Bartosiak:

Can we Help the Bots? Towards an Evaluation of their Performance and the Creation of Human Enhanced Artifact for Emotions De-escalation. 1-10 - Lucas Memmert, Eva A. C. Bittner:

Complex Problem Solving through Human-AI Collaboration: Literature Review on Research Contexts. 1-10 - Haiyan Jia, Mu Wu, S. Shyam Sundar:

Do We Blame it on the Machine? Task Outcome and Agency Attribution in Human-Technology Collaboration. 1-10 - Jennifer Rix:

From Tools to Teammates: Conceptualizing Humans' Perception of Machines as Teammates with a Systematic Literature Review. 1-10 - Sarah Waldner, Isabella Seeber, Lena Waizenegger, Ronald Maier:

How do Pedagogical Conversational Agents affect Learning Outcomes among High School Pupils: Insights from a Field Experiment. 1-10 - Lennart Hofeditz, Mareen Harbring, Milad Mirbabaie, Stefan Stieglitz:

Working with ELSA - How an Emotional Support Agent Builds Trust in Virtual Teams. 1-10
Cross-Organizational and Cross-Border IS/IT Collaboration
- Ilsang Ko, Daniel Beimborn:

Introduction to the Minitrack on Cross-Organizational and Cross-Border IS/IT Collaboration. 1 - Matthias Buchinger, Peter Kuhn, Dian Balta:

Dimensions of Accountability in Inter-organizational Business Processes. 1-10 - Yushan Yang, Mengling Yan, Xiaoying Dong, Yanni Hu:

R&D modes and firm performance in high-tech companies: A research based on cross-boundary ambidexterity and network structures. 1-10 - Ankur Jaiswal, Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria:

Too Many Cooks Spoil the Broth: Infobesity in Multicultural Firms During Covid-19. 1-10
Design, Development, and Evaluation of Collaboration Technologies
- Douglas C. Derrick, G. Mark Grimes, Ryan M. Schuetzler:

Introduction to the Minitrack on Design, Development, and Evaluation of Collaboration Technologies. 1 - Raoul Pilcicki, Dominik Siemon, Christoph Lattemann:

How Feature- and Communication Constraints in CSS Affect Creative Collaboration in Virtual Teams - An Activity Theory Perspective. 1-10 - Osku Torro, Jani Holopainen, Henri Jalo, Henri Pirkkalainen, Antti Lähtevänoja:

How to get things done in social virtual reality - A study of team cohesion in social virtual reality-enabled teams. 1-10 - Frederik Möller, Barbara Steffen:

'License to VIT' - A Design Taxonomy for Visual Inquiry Tools. 1-10 - Vanessa Roy, Elijah Nobis, Kaveh Abhari, Francezca Dagoc, Mikay Parsons:

Open Innovation Platform Design: The Case of Social Product Development. 1-10
Digital Platforms and Industry Transformation
- Lauri Paavola, Mikko Hänninen, Taina Tukiainen:

Introduction to the Minitrack on Digital Platforms and Industry Transformation. 1 - Taina Tukiainen, Lauri Paavola:

5G-Network-Based Connectivity and Data Platforms for Smart Cities- an Explorative Case Study of Drivers for Industry Transformation. 1-10 - Thomas Lindgren:

Experiencing Electric Vehicles: The Car as a Digital Platform. 1-10 - Jooyoung Choi, Chul Ho Lee, Yasin Ceran, Sunghun Chung:

Smart Retail, Replaces All? Some? : Different Influence of Amazon Go to Local Restaurant Industry. 1-10 - Barbara Steffen, Frederik Möller, Lisa Nowak:

Transformer(s) of the Logistics Industry - Enabling Logistics Companies to Excel with Digital Platforms. 1-10
Digital Society
- Stefan Stieglitz, Milad Mirbabaie:

Introduction to the Minitrack on Digital Society. 1 - France Bélanger, Robert E. Crossler, Katherine R. Allen, Jessica Resor, Heather A. Kissel, Travis A. Finch:

Family Tensions and Information Privacy: A Barrier to Diffusion of Proximity Tracing Applications? 1-10 - Teagen Nabity-Grover, Christy M. K. Cheung, Jason Thatcher:

I'll (Not) be Home for Christmas: The Impact of the Pandemic on Evaluation Apprehension and Self-Disclosure during the 2020 Holidays. 1-10 - Janina Seutter, Michelle Müller, Stefanie Müller, Dennis Kundisch:

Moment or Movement - An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns. 1-10 - Stefan Stieglitz, Ali Sercan Basyurt, Milad Mirbabaie:

SMART-Portal: A data tracking tool for research purposes from social media and news websites. 1-10
Distributed Collaboration and Telework in Organizations and Networks
- Derrick L. Cogburn, J. Alberto Espinosa, Mark A. Clark, Emma S. Nordbäck:

Introduction to the Minitrack on Distributed Collaboration and Telework in Organizations and Networks. 1-3 - Mia Leppälä, Jukka Huhtamäki:

Enabling Knowledge Broker Analysis through Actor Clusters in Organizational Structures in Enterprise Social Media. 1-9 - Jingbo Hou, Chen Liang, Pei-Yu Chen, Bin Gu:

Gender Heterogeneity in the Effect of Telework on Labor Market Outcomes during the COVID-19 Pandemic. 1-10 - Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner:

Prototyping a Conversational Agent for AI-Supported Ideation in Organizational Creativity Processes. 1-10 - J. Alberto Espinosa, Mark A. Clark, Emma S. Nordbäck:

Team Knowledge Networks, Task Dependencies and Coordination: Preliminary Findings from Software Teams. 1-10 - Akira Kimata, Masayasu Takahashi:

Telework as a Means of Organizational Identity Change: Investigating Japanese Collectivist Culture in an ICT Company. 1-10 - Peter W. Cardon, Carolin Fleischmann, Jolanta Aritz, Haibing Ma, Ann Springer, Scott Springer:

The Influence of Psychological Safety and Personality on Technology Acceptance of Team-Based Technology in Global Virtual Teams. 1-10
Emerging Issues in e-Collaboration Distributed Group Decision-Making: Opportunities and Challenges
- Anil K. Aggarwal, Doug Vogel, Yuko Murayama:

Introduction to the Minitrack on Emerging Issues in e-Collaboration Distributed Group Decision-Making: Opportunities and Challenges. 1 - Mark Greville, Paidi O'Raghallaigh, Stephen McCarthy:

A Triple Bottom-line Typology of Technical Debt: Supporting Decision- Making in Cross-Functional Teams. 1-10 - Karen Stendal, Jon Iden, Hanna Midttun Rostrup, Daniel Elston:

The Effects of Virtuality on Agile Development. 1-10
Human-Robot Interactions
- Sangseok You, Lionel Robert:

Introduction to the Minitrack on Human-Robot Interactions. 1 - Joel S. Elson, Luis A. Merino, Douglas C. Derrick:

Investigating Conformity and the Role of Personality in a Visual Decision Task with Humanoid Robot Peers. 1-9 - Gene M. Alarcon, August A. Capiola, Justin Morgan, Izz Aldin Hamdan, Michael Lee:

Trust Violations in Human-Human and Human-Robot Interactions: The Influence of Ability, Benevolence and Integrity Violations. 1-10
IT Enabled Collaboration for Development
- Xusen Cheng, Deepinder S. Bajwa, Xiangbin Yan:

Introduction to the Minitrack on IT Enabled Collaboration for Development. 1 - Wankun Gong, Ying Bao:

Assessing Trust in Online Collaboration in E-government during the COVID-19 pandemic: An Employee Perspective. 1-7 - Shixuan Fu, Xusen Cheng, Triparna de Vreede, Gert-Jan de Vreede:

Selecting Open Innovation Ideas in Teams vs. Nominal Groups: Exploring the Effects of Idea Quantity and Idea Assignment on Idea Selection Quality and Satisfaction with Process. 1-9
New Potentials of Mixed Reality and its Business Impact
- Thomas Keller, Roger Seiler:

Introduction to the Minitrack on New Potentials of Mixed Reality and its Business Impact. 1 - Nusrat Mehajabin, Peizhi Yan, Supreet Kaur, Jingxiang Song, Mahsa T. Pourazad, Yixiao Wang, Hamid Reza Tohidypour, Panos Nasiopoulos:

An Efficient Refocusing Scheme for Camera-Array Captured Light Field Video for Improved Visual Immersiveness. 1-9 - Julia Bräker, Julia Hertel, Martin Semmann:

Conceptualizing Interactions of Augmented Reality Solutions. 1-10
Open Science Practices in Information Systems Research
- Cathal Doyle, Markus Luczak-Rösch, Tadhg Nagle, Yi-Te Chiu:

Introduction to the Minitrack on Open Science Practices in Information Systems Research. 1-2 - Sandra Gesing, Claire Stirm, Gerhard Klimeck, Lynn K. Zentner, Su Wang, Braulio Misael Villegas-Martínez, Carrie Diaz Eaton, Samuel S. Donovan, Lan Zhao, Carol X. Song, I Luk Kim, Alejandro Strachan, Michael G. Zentner, Rajesh Kalyanam:

Open Science via HUBzero: Exploring Five Science Gateways Supporting and Growing their Open Science Communities. 1-10
Social and Psychological Perspectives in Collaboration Research
- Triparna de Vreede, Dejun "Tony" Kong, Gert-Jan de Vreede:

Introduction to the Minitrack on Social and Psychological Perspectives in Collaboration Research. 1 - Yating Li, Mitja Mito Mihelic, Katja Thoring:

Designer? User? Player! - A Framework of Opportunities to Improve Interpersonal Dynamics During Usability Testing Through Gamification. 1-10 - Almudena Cañibano, Daniel Curto-Millet, Lukas Rojahn:

Sustained participation in open source: A psychological contract approach. 1-10
Text Analytics
- Derrick L. Cogburn, Michael J. Hine, Normand Peladeau, Victoria Y. Yoon:

Introduction to the Minitrack on Text Analytics. 1-3 - Vatricia Edgar, Ajay Bansal:

Generating Vocabulary Sets for Implicit Language Learning using Masked Language Modeling. 1-10 - Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng:

New Threats to Privacy-preserving Text Representations. 1-10 - Julia Couto, Laura Tomaz Da Silva, Julia Godoy, Davi Kniest, Daniel Antonio Callegari, Felipe Meneguzzi, Duncan D. Ruiz:

On the use of Machine Learning and Deep Learning for Text Similarity and Categorization and its Application to Troubleshooting Automation. 1-10 - Matthew Caron, Frederik Simon Bäumer, Oliver Müller:

Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. 1-10 - Thi Thu Hang Do, Markus Dobler, Niklas Kühl:

What to prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development. 1-10
The Sharing Economy
- Bo Sophia Xiao, Kaveh Abhari:

Introduction to the Minitrack on The Sharing Economy. 1-2 - Hendrik Jöntgen:

Appreciating Support - Antecedents of Subscription-Based Crowdfunding Campaign Success. 1-10 - Quanchen Liu, Bingqing Xiong, Zhao Cai, Jiantao Zhu, Eric T. K. Lim, Chee-Wee Tan:

Effects of Personality on Social Performance in Social Trading. 1-10 - Wooje Cho, Ojaswi Malik, Prasanna P. Karhade, Abhishek Kathuria:

Need for Speed in the Sharing Economy: How IT capability drives Innovation Speed? 1-10 - Donggyu Min, Chul Ho Lee, Yasin Ceran, Tom Steinberger:

The signaling effect of group-type profile pictures in the sharing economy: The case of Airbnb. 1-8
Decision Analytics and Service Science
Accountability, Evaluation, and Obscurity of AI Algorithms
- Radmila Juric, Robert Steele:

Introduction to the Minitrack on Accountability, Evaluation, and Obscurity of AI Algorithms. 1 - Hyunjin Seo, Stuart Thorson:

Computation, Rule Following, and Ethics in AIs. 1-10 - Stefan Hirschmeier:

Managing Temporal Dynamics of Filter Bubbles. 1-10 - Jakob Schoeffer, Yvette Machowski, Niklas Kühl:

Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making. 1-8
Algorithm-based Advisory in the Service Sector
- Anja Tuschke, Anke Schulz:

Introduction to the Minitrack on Algorithm-based Advisory in the Service Sector. 1 - Anke Schulz, Anja Tuschke, Alexander Ilgen:

Helping or Hindering? How Clients' Experiences Relate to Their Robo Advisory Use. 1-10
Analytics and Decision Support for Green IS and Sustainability Applications
- Arno Scharl, Omar F. El-Gayar, PingSun Leung:

Introduction to the Minitrack on Analytics and Decision Support for Green IS and Sustainability Applications. 1 - Martinson Ofori, Omar F. El-Gayar, Austin O'Brien, Cherie Noteboom:

A Deep Learning Model Compression and Ensemble Approach for Weed Detection. 1-10 - Jacqueline Corbett, Vijaya Lakshmi:

Combining Design Thinking and the Socio-Technical-Ecological Systems Perspective to Understand Greenhouse Growers' Experiences with Energy Management Solutions. 1-10 - Jan Hendrik Witte, Jorge Marx Gómez:

Introducing a new Workflow for Pig Posture Classification based on a combination of YOLO and EfficientNet. 1-10 - Sarah Eckhoff, Maria C. G. Hart, Michael H. Breitner:

Sustainable Energy System Planning in Developing Countries: A Decision Support System Considering Variations Over Time. 1-10
Big Data and Analytics: Pathways to Maturity
- Stephen H. Kaisler, J. Alberto Espinosa, Frank Armour:

Introduction to the Minitrack on Big Data and Analytics: Pathways to Maturity. 1-3 - Zahra Hatami, Prasad Chetti, Hesham Ali, David Volkman:

A Novel Population Analysis Approach for Analyzing Financial Markets under Crises - 2008 Economic crash and Covid-19 pandemic. 1-10 - Frank Bodendorf, Jörg Franke:

Application of the Technology Acceptance Model to an Intelligent Cost Estimation System: An Empirical Study in the Automotive Industry. 1-10 - Stephen H. Kaisler, William H. Money, Stephen J. Cohen:

Applying Forensic Analysis Factors to Construct a Systems Dynamics Model for Failed Software Projects. 1-10 - Dominik Martin, Simon Heinzel, Johannes Kunze von Bischhoffshausen, Niklas Kühl:

Deep Learning Strategies for Industrial Surface Defect Detection Systems. 1-10 - Sucheta Lahiri, Jeffrey S. Saltz:

The Risk Management Process for Data Science: Gaps in Current Practices. 1-10
Case studies of Artificial Intelligence, Business Intelligence, Analytics Technologies for Industry Platforms
- Maarit Palo, James C. Spohrer, Pekka Neittaanmäki:

Introduction to the Minitrack on Case studies of Artificial Intelligence, Business Intelligence, Analytics Technologies for Industry Platforms. 1 - Xiaotong Liu, Anbang Xu, Rama Akkiraju:

An Empirical Study of Factors Affecting Language-Independent Models. 1-7 - Donghui Shi, Shuai Cao, Jozef M. Zurada, Jian Guan:

An Innovative Approach to Modeling Aviation Safety Incidents. 1-10 - Johannes Breitenbach, Isabelle Eckert, Vanessa Mahal, Hermann Baumgartl, Ricardo Buettner:

Automated Defect Detection of Screws in the Manufacturing Industry Using Convolutional Neural Networks. 1-10 - Tommi Pirilä, Joni Salminen, Victoria-Sophie Osburg, Vignesh Yoganathan, Bernard J. Jansen:

The Role of Technical and Process Quality of Chatbots: A Case Study from the Insurance Industry. 1-10 - Patrick Hemmer, Niklas Kühl, Jakob Schoeffer:

Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry. 1-10
Data, Text, and Web Mining for Business Analytics
- Behrooz Davazdahemami, Hamed Majidi Zolbanin, Dursun Delen:

Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. 1-2 - Zena Wood, David Walker, Glenn C. Parry:

A computational method to track the evolution of business models in the Digital Economy. 1-10 - Kara Combs, Trevor Bihl, Subhashini Ganapathy, Drue Staples:

Analogical Reasoning: An Algorithm Comparison for Natural Language Processing. 1-10 - Aleksander Denisiuk, Maria Ganzha, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki:

Feature Extraction for Polish Language Named Entities Recognition in Intelligent Office Assistant. 1-10 - Kenan Xiao, Longwei Wang, Ashish Gupta, Xiao Qin:

Looking Beyond Content: Modeling and Detection of Fake News from a Social Context Perspective. 1-10 - Lingyao Yuan, Wenli Zhang, Kevin P. Scheibe:

The Devil is in The Details: Measuring Sensory Processing Sensitivity Using Natural Language Processing. 1-9 - Lin Lu, Amit Mitra, Yen-Yao Wang, Yu Wang, Pei Xu:

Use of Electronic Word of Mouth as Quality Metrics: A Comparison of Airline Reviews on Twitter and Skytrax. 1-9
Data-driven Services in Manufacturing: Management, Engineering, and Organizational Transformation
- Christian Koldewey, Roman Dumitrescu, Martin Rabe:

Introduction to the Minitrack on Data-driven Services in Manufacturing: Management, Engineering, and Organizational Transformation. 1-2 - Christian Kowalkowski, Bård Tronvoll, David Sörhammar, Alexey Sklyar:

Digital servitization: How data-driven services drive transformation. 1-10 - Alexander Kreyenborg, Jonas Eichholz, Daniel Hefft, Can Azkan:

Emphasizing a Service Phase Perspective for Machine Manufacturers Seeking Digital Servitization - a Taxonomy for Industrial Service Phases. 1-10 - David Jaspert, Martin Ebel:

Settings of Organizational Adjustments due to Digital Servitization. 1-10 - Bernhard Strack, Jana Frank, Volker Stich, Martin Lenart, Florian Pfau:

Sociotechnical Implementation of Prescriptive Maintenance for Onshore Wind Turbines. 1-10
Decision Analytics, Machine Learning, and Field Experimentation for Defense and Emergency Response
- Bryan J. Hudgens, Alexander B. Bordetsky, Steve Mullins:

Introduction to the Minitrack on Decision Analytics, Machine Learning, and Field Experimentation for Defense and Emergency Response. 1 - Marian Sorin Nistor, Truong Son Pham, Stefan Pickl:

Genetic Algorithm Approach for Casualty Processing Schedule. 1-9 - Raheleh B. Dilmaghani, Kyle Turco:

Navy Tactical Messaging Analytics to Improve Readiness, Planning and Preparedness. 1-8
Decision Support for Smart City
- Jianshan Sun, Wei Xu, Jian Ma:

Introduction to the Minitrack on Decision Support for Smart City. 1 - Xiaoping Zhang, Xusen Cheng, Xiaowen Huang, Haolin Li:

Investigating Impulse Buying Behavior in Live Streaming Commerce: The Role of Social Presence. 1-7 - Yuwen Chen, Jian Ma, Peihu Zhu, Xiaoming Huang, Jin Qin:

Leveraging Trust Relations to Improve Academic Patent Recommendation. 1-10
Digital Innovation in a Networked World
- Stefan Voß, Rajeev Goel:

Introduction to the Minitrack on Digital Innovation in a Networked World. 1 - Mathias Riechert, Roshan Bhandari, Abhijeet Amle, Abhimanyu Abhinav, Nina C. Hubig:

Potentialfinder - Fostering Network Innovation by Connecting Data Owners Using Scaled Business-Relevant Pattern Recognition and Clustering. 1-10
Digital Mobile Services for Everyday Life
- Tomi Dahlberg, Anna Sell, Pirkko Walden:

Introduction to the Minitrack on Digital Mobile Services for Everyday Life. 1 - Tuomas Kari, Markus Makkonen, Lauri Frank, Eeva Kettunen:

Does Physical Activity Application Use Promote Self-Efficacy for Exercise? A Study Among Aged People. 1-10 - Markus Makkonen, Tuomas Kari, Lauri Frank:

Survival of the Fittest? Examining Lapsing Behaviour in the Context of Elderly People and the Use of Physical Activity Tracker Applications. 1-10 - József Mezei, Anna Sell, Pirkko Walden:

Technology readiness, UTAUT2 and continued use of digital wellness services - A configurational approach. 1-10
Digital and Cybernized Services and Digitalization of Services
- Jan Marco Leimeister, Tilo Böhmann, Tuure Tuunanen:

Introduction to the Minitrack on Digital and Cybernized Services and Digitalization of Services. 1-2 - Christian Kurtz, Pascal Vogel, Martin Semmann:

Exploring Archetypes of Value Co-Destructive Privacy Practices. 1-10 - Jenny Elo, Juuli Lumivalo, Tuure Tuunanen, Markus Salo:

Factors Enabling and Hindering Value Co-Creation in Continuous Service Development: A Systematic Literature Review. 1-10 - Juuli Lumivalo, Kati Clements, Emma-Stiina Hannuksela:

Harnessing Digital Services for Co-creating Sustainability Value in the Retail Servicescape. 1-10
Explainable Artificial Intelligence (XAI)
- Babak Abedin, Mathias Klier, Christian Meske, Fethi A. Rabhi:

Introduction to the Minitrack on Explainable Artificial Intelligence (XAI). 1-2 - Jiaheng Xie, Yidong Chai, Xiao Liu:

An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube. 1-10 - Peter Kowalczyk, Marco Röder, Alexander Dürr, Frédéric Thiesse:

Detecting and Understanding Textual Deepfakes in Online Reviews. 1-10 - Max Schemmer, Niklas Kühl, Gerhard Satzger:

Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Workers Through Explainable Artificial Intelligence. 1-10 - Anna Polzer, Jürgen Fleiß, Thomas Ebner, Philipp Kainz, Christoph Koeth, Stefan Thalmann:

Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering. 1-10 - Jan-Peter Kucklick:

Visual Interpretability of Image-based Real Estate Appraisal. 1-10
Fairness in Algorithmic Decision Making
- Boris Delibasic, Sandro Radovanovic:

Introduction to the Minitrack on Fairness in Algorithmic Decision Making. 1-2 - Sandro Radovanovic, Boris Delibasic, Aleksandar Markovic, Milija Suknovic:

Achieving MAX-MIN Fair Cross-efficiency scores in Data Envelopment Analysis. 1-9 - Vivek Singh, Anshuman Singh, Kailash Joshi:

Fair CRISP-DM: Embedding Fairness in Machine Learning (ML) Development Life Cycle. 1-10 - Toon Vanderschueren, Wouter Verbeke, Bart Baesens, Tim Verdonck:

Instance-dependent cost-sensitive learning: do we really need it? 1-9
Fraud Detection Using Machine Learning
- Tim Verdonck, Wouter Verbeke, Maria Óskarsdóttir, Bart Baesens:

Introduction to the Minitrack on Fraud Detection Using Machine Learning. 1-2 - Minh Nguyen, Loan Nguyen Hoang To, Hung Nguyen Viet:

A Model for Detecting Accounting Frauds by using Machine Learning. 1-10 - Hilmar Páll Stefánsson, Huginn Sær Grímsson, Jón Kristinn Þórðarson, Maria Óskarsdóttir:

Detecting potential money laundering addresses in the Bitcoin blockchain using unsupervised machine learning. 1-10 - Florian Wallny:

False Positives in Credit Card Fraud Detection: Measurement and Mitigation. 1-10
Gamification
- Nikoletta Zampeta Legaki, Nannan Xi, Juho Hamari:

Introduction to the Minitrack on Gamification. 1-2 - Manuel Schmidt-Kraepelin, Simon Warsinsky, Scott Thiebes, Ali Sunyaev:

Conceptualizing Narratives in Gamified Information Systems. 1-10 - Jeanine Krath, Benedikt Morschheuser, Harald F. O. von Korflesch:

Designing Gamification for Sustainable Employee Behavior: Insights on Employee Motivations, Design Features and Gamification Elements. 1-10 - Mona Höyng:

Encouraging Gameful Experience in Digital Game-Based Learning: A Double-Mediation Model of Perceived Instructional Support, Group Engagement, and Flow. 1-10 - Mathias Eggert, Melina Kriska:

Gamification for Software Development Processes - Relevant Affordances and Design Principles. 1-10 - Wei Jie Dominic Koek, Valerie Yu, Vivian Hsueh Hua Chen:

Meaningful Gameplay Design and the Effect on Eudaimonic and Hedonic Gaming Experience. 1-10 - Enrica Loria, Stuart Hallifax, Maximilian Altmeyer, Lennart E. Nacke, Annapaola Marconi:

Turning Users' In-Game Behaviours into Actionable Adaptive Gamification Strategies using the PEAS Framework. 1-10
Intelligent Decision Support for Logistics and Supply Chain Management
- Julia Pahl, Stefan Voß:

Introduction to the Minitrack on Intelligent Decision Support for Logistics and Supply Chain Management. 1-2 - Philipp Gabriel Mazur, No-San Lee, Detlef Schoder:

A GPU-Accelerated Approach to Static Stability Assessments for Pallet Loading in Air Cargo. 1-10 - Daniel Kiefer, Florian Grimm, Clemens van Dinther:

Artificial Intelligence in Supply Chain Management: Investigation of Transfer Learning to Improve Demand Forecasting of Intermittent Time Series with Deep Learning. 1-10 - Abdulrahman Nahhas, Andrey Kharitonov, Klaus Turowski:

Deep Reinforcement Learning Techniques For Solving Hybrid Flow Shop Scheduling Problems: Proximal Policy Optimization (PPO) and Asynchronous Advantage Actor-Critic (A3C). 1-10 - Julia Pahl:

Maritime Spare Parts Management: Current State-of-the-Art. 1-10 - Maximilian Enthoven, Ivo Blohm

, Erik Hofmann, Philipp Gordetzki:
Towards Predicting Supplier Resilience: A Tree-Based Model Approach. 1-10
Interactive Visual Analytics and Visualization for Decision Making
- David S. Ebert, Brian David Fisher, Kelly P. Gaither:

Introduction to the Minitrack on Interactive Visual Analytics and Visualization for Decision Making. 1 - Chris Street, Orland Hoeber:

A Visual Decision-Support System using Fingerprint Matrices applied to Cyclical Spatio-Temporal Data from Motorsports. 1-9 - Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann:

Decision support for multi-component systems: visualizing interdependencies for predictive maintenance. 1-10 - Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:

Interactive Feature Extraction using Implicit Knowledge Elicitation : Application to Power System Expertise. 1-10
Learning Analytics
- Sara Willermark, Maria Óskarsdóttir, Anna Sigridur Islind, Galina Deeva:

Introduction to the Minitrack on Learning Analytics. 1-2 - Nidia Guadalupe López Flores, Anna Sigridur Islind, Maria Óskarsdóttir:

Exploring study profiles of Computer Science students with Social Network Analysis. 1-10
Machine Learning and Predictive Analytics in Accounting, Finance, and Management
- Peter Sarlin, József Mezei:

Introduction to the Minitrack on Machine Learning and Predictive Analytics in Accounting, Finance, and Management. 1 - Benedikt Koehler, Hansjörg Fromm:

Analysis of a Debt Collection Process Using Bayesian Networks. 1-10 - Ashkan Farhangi, Arthur Huang, Zhishan Guo:

A Novel Deep Learning Model For Hotel Demand and Revenue Prediction amid COVID-19. 1-10 - Hsin-Ting Hsieh, Diana Hristova

:
Transformer-based Summarization and Sentiment Analysis of SEC 10-K Annual Reports for Company Performance Prediction. 1-10
Mixed, Augmented and Virtual Reality: Services and Applications
- Jani Holopainen, Essi Pöyry, Juho Hamari, Osmo Mattila:

Introduction to the Minitrack on Mixed, Augmented and Virtual Reality: Services and Applications. 1-2 - Taneli Nyyssönen, Seppo Helle, Teijo Lehtonen, Jouni Smed:

A Comparison of Gesture and Controller-based User Interfaces for 3D Design Reviews in Virtual Reality. 1-10 - Yuyu Wang, Heli Hallikainen, Nino Ruusunen, Tommi Laukkanen:

Haptic Sensory Perception and Customer Experience in a 360-Virtual Store: Does Time Spent Play a Role? 1-10 - Nannan Xi, Elpida Bampouni, Juho Hamari:

How Does Extended Reality Influence Consumer Decision Making? The Empirical Evidence from A Laboratory Experiment. 1-9 - Michael Knop, Caroline Reßing, Marius Müller, Sebastian Weber, Henrik Freude, Björn Niehaves:

Virtual Reality Technologies in Health Care: A Literature Review of Theoretical Foundations. 1-10
Personal Data: Analytics and Management
- Glenn C. Parry, Philip Davies, Joo Oh:

Introduction to the Minitrack on Personal Data: Analytics and Management. 1-2 - Williams Afrifah, Gregory Epiphaniou, Nikolaos Ersotelos, Carsten Maple:

Barriers and Opportunities In Cyber Risk And Compliance Management For Data-Driven Supply Chains. 1-10 - Katharina Blöcher, Fabian Hunke, Rainer Alt, Gerhard Satzger:

From Personal Data to Service Innovation - Guiding the Design of New Service Opportunities. 1-10
Practitioner Research Insights: Applications of Science and Technology to Real-World Innovations
- Ammar Rayes, Utpal Mangla, Terri L. Griffith, Heather Yurko:

Introduction to the Minitrack on Practitioner Research Insights: Applications of Science and Technology to Real-World Innovations. 1-2 - Petri Parvinen, Markus Tandefelt, Essi Pöyry, Antti Lähtevänoja, Osmo Mattila:

Analyzing Commercial Collaboration Attractiveness in YouTube Based on Micro-Analytical Content Labeling and Audience Retention. 1-4 - Andrew Harries, Jack Newton, Terri L. Griffith:

Clio: Digital Transformation of Legal Practice - At COVID-19 Speed. 1-3 - Andy Yu:

Decision Analytics in Practice: Improving Data Analytics in Pulsed Power Environments Through Diagnostic and Subsystem Clustering. 1-4 - Haroon R. Abbu, Pradeep Gopalakrishna:

Digital Transformation Powered by Big Data Analytics: The Case of Retail Grocery Business. 1-4 - Haroon R. Abbu, Paul Mugge, Gerhard Gudergan:

Managing AI Bias: Executive Perspectives. 1-3
Service Analytics
- Hansjörg Fromm, Gerhard Satzger, Niklas Kühl, Thomas Setzer:

Introduction to the Minitrack on Service Analytics. 1 - Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao:

A2Log: Attentive Augmented Log Anomaly Detection. 1-10 - Youssef Drissi, Markus Ettl, Anna Lisa Gentile, Scott McFaddin, Petar Ristoski, Wei Sun:

Analyzing the Impact of Complaints on Customer Satisfaction in the Travel Industry. 1-10 - Jan Blümel, Mohamed Zaki:

Comparative Analysis of Classical and Deep Learning-based Natural Language Processing for Prioritizing Customer Complaints. 1-10 - Enrico Bunde, Niklas Kühl, Christian Meske:

Fake or Credible? Towards Designing Services to Support Users' Credibility Assessment of News Content. 1-10 - Simon Fuchs, Clemens Drieschner, Holger Wittges:

Improving Support Ticket Systems Using Machine Learning: A Literature Review. 1-10 - Sandra Zilker, Emanuel Marx, Matthias Stierle, Martin Matzner:

Process Mining for Advanced Service Analytics - From Process Efficiency to Customer Encounter and Experience. 1-10
Service Science
- Paul P. Maglio, Fu-Ren Lin:

Introduction to the Minitrack on Service Science. 1 - Yu-Ting Chang-Chien, Jacob Chun Cheng, Jack Shih-Chieh Hsu, Yi Wen Yeh:

Anthropomorphism of AI-based Intelligent Customer Service, and Its Affective and Behavioral Consequences. 1-10 - Marleen Voss, Martin Ebel, Thomas Jan Marus, Dennis Patrick Drenhaus:

A Review on the Customer Role in Smart Service Co-Creation. 1-10 - Hubertus Waltermann:

Dissociation, Association, or Addition? Conceptualizing the Interplay of Mechanisms for Recombinant Digital Innovation in Service Systems. 1-10 - Yanqing Lin:

Instrument Development for R-Service Quality: A Literature Review. 1-10
Simulation Modeling and Digital Twins for Decision Making in the Age of Industry 4.0
- Tobias Reggelin, Dmitry Ivanov, Sebastian Lang, Stefan Galka:

Introduction to the Minitrack on Simulation Modeling and Digital Twins for Decision Making in the Age of Industry 4.0. 1 - Ilya Jackson:

Deep Reinforcement Learning for Supply Chain Synchronization. 1-9 - Benjamin Rolf, Tobias Reggelin, Sebastian Lang, Stefan Galka:

Developing a Decision Support System for Integrated Decision-Making in Purchasing and Scheduling under Lead Time Uncertainty. 1-10
Smart Mobility Ecosystems and Services
- Virpi Tuunainen, Matti Rossi, Juho Lindman:

Introduction to the Minitrack on Smart Mobility Ecosystems and Services. 1 - Felix Sterk, David Dann, Christof Weinhardt:

Monetizing Car Data: A Literature Review on Data-Driven Business Models in the Connected Car Domain. 1-10 - Awatif Alotaibi, Alistair Barros, Kenan Degirmenci:

Resource Integration in a Vehicle Ecosystem. 1-10
Smart Service Systems Design
- Haluk Demirkan, Ralph Badinelli, James C. Spohrer:

Introduction to the Minitrack on Smart Service Systems Design. 1-2 - Wolfgang Maass:

Contract-based Data-Driven Decision Making in Federated Data Ecosystems. 1-10 - Francesco Polese, Orlando Troisi, Mara Grimaldi:

From knowledge co-creation to value co-creation and beyond: challenging global emergency in smart service systems. 1-10 - Henrik Kortum, Jonas Rebstadt, Simon Hagen, Oliver Thomas:

Integrating Data and Service Lifecycle for Smart Service Systems Engineering: Compilation of a Lifecycle Model for the Data Ecosystem of Smart Living. 1-10
Social Robots - Robotics and Toy Computing
- Sarajane Marques Peres, Shih-Chia Huang, Patrick Hung:

Introduction to the Minitrack on Social Robots - Robotics and Toy Computing. 1 - Curtis L. Gittens, Damian Garnes:

An Exploratory Study to Determine the Effects Conversational Repetition Has on Perceived Workload and User Experience Quality in an Online Human-Robot Interaction. 1-10 - Muhammad Umair Shah, Farkhund Iqbal:

Assisting People of Determination and the Elderly Using Social Robot: A Case Study. 1-8 - Tianling Xie, Iryna Pentina:

Attachment Theory as a Framework to Understand Relationships with Social Chatbots: A Case Study of Replika. 1-10 - Federico Gelsomini, Elena Tomasuolo, Maria Roccaforte, Patrick Hung, Bill Kapralos, Adam Dubrowski, Alvaro Joffre U. Quevedo, Kamen Kanev, Makoto Hosoda, Hidenori Mimura:

Communicating with Humans and Robots: A Motion Tracking Data Glove for Enhanced Support of Deafblind. 1-9 - Ruth Maria Stock-Homburg, Jérôme Kirchhoff, Judith S. Heinisch, Andreas Ebert, Philip Busch, Niyati Rawal, Klaus David, Janine Wendt, Indra Spiecker genannt Döhmann, Oskar von Stryk, Martin Hannig, Merlind Knof:

Responsible Human-Robot Interaction with Anthropomorphic Service Robots: State of the Art of an Interdisciplinary Research Challenge. 1-10
Soft Computing: Theory Innovations and Problem Solving Benefits
- Enrique Herrera-Viedma, Francisco Javier Cabrerizo, Ignacio J. Pérez:

Introduction to the Minitrack on Soft Computing: Theory Innovations and Problem Solving Benefits. 1-2 - Francisco Javier Cabrerizo, Juan Carlos González-Quesada, Ignacio J. Pérez, Enrique Herrera-Viedma:

A Granular Computing-Based Model for Group Decision-Making in Multi-Criteria and Heterogeneous Environments. 1-10 - Ruben Heradio, David Fernández-Amorós, Victoria Ruíz, Manuel J. Cobo:

A Rule-Learning Approach for Detecting Faults in Highly Configurable Software Systems from Uniform Random Samples. 1-10 - Emmie Swize, Lance E. Champagne, Bruce Cox, Trevor Bihl:

Bayesian Augmentation of Deep Learning to Improve Video Classification. 1-10 - Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince:

Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks. 1-8 - Carlos Lopez-Molina, Laura De Miguel, Sara Iglesias-Rey, Humberto Bustince, Bernard De Baets:

Distance Transformations Based on Ordered Weighted Averaging Operators. 1-10 - Felix Schulz, Thomas Setzer, Nathalie Balla:

Linear Hybrid Shrinkage of Weights for Forecast Selection and Combination. 1-10 - Sara Iglesias-Rey, Aitor Castillo-Lopez, Carlos Lopez-Molina, Bernard De Baets:

On the Role of Context-Awareness in Binary Image Comparison. 1-10 - Sixto Campaña Bastidas, Macarena Espinilla, Javier Medina Quero:

Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. 1-10 - Hamza Sellak, Mohan Baruwal Chhetri, Zijin Huang, Marthie Grobler:

Smart Contract-based Consensus Building for Collaborative Medical Decision-Making. 1-10
Technology and Analytics in Emerging Markets (TAEM)
- Wonseok Oh, Sang Pil Han, Gene Moo Lee, Sungho Park:

Introduction to the Minitrack on Technology and Analytics in Emerging Markets (TAEM). 1 - Sung-Hyuk Park, Minhyung Lee, Kitae Kim, Dongwook Shin:

A Nonlinear Optimization Model of Advertising Budget Allocation across Multiple Digital Media Channels. 1-8 - Kyootai Lee, Han-Gyun Woo, Wooje Cho, Simon De Jong:

When Can AI Reduce Individuals' Anchoring Bias and Enhance Decision Accuracy? Evidence from Multiple Longitudinal Experiments. 1-10
Digital Government
Cyber Deception and Cyberpsychology for Defense
- Sunny Fugate

, Matt Bishop, Cliff Wang, Kimberly Ferguson-Walter:
Introduction to the Minitrack on Cyber Deception and Cyberpsychology for Defense. 1-2 - Megan Nyre-Yu, Karin Butler, Cheryl Bolstad:

A Task Analysis of Static Binary Reverse Engineering for Security. 1-10 - Tianhao Xu, Kuldeep Singh, Prashanth Rajivan:

Modeling Phishing Decision using Instance Based Learning and Natural Language Processing. 1-10 - Angela Horneman, Bob Ditmore, Craig Motell, Matthew Levy:

Predicting the Threat: Investigating Insider Threat Psychological Indicators With Deep Learning. 1-10 - Elizabeth Niedbala, Kimberly Ferguson-Walter, Dana Lafon:

Responsible Integration of Behavioral Science in Computer Science Research and Development. 1-10 - Joana Gaia, David Murray, George Sanders, Sean Sanders, Shambhu J. Upadhyaya, Xunyi Wang, Chul Woo Yoo:

The interaction of dark traits with the perceptions of apprehension. 1-10 - Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil S. Kanhere:

TSM: Measuring the Enticement of Honeyfiles with Natural Language Processing. 1-10
Cybersecurity and Privacy in Government
- Gregory B. White, Keith Harrison, Wm. Arthur Conklin:

Introduction to the Minitrack on Cybersecurity and Privacy in Government. 1 - Johanna Jacob, Greg White:

Is a Significant Demographic Left Out of the Equation? An Overview of Possible Inequitable Access to Cybersecurity Educational Programs in the United States. 1-12 - Natalie Sjelin, Glenn Dietrich:

Method to Identify High Value Assets for Small Government Agencies and Small to Mid-sized Organizations. 1-10 - W. Alec Cram, Jonathan Yuan:

Out with the Old, In with the New: Examining National Cybersecurity Strategy Changes over Time. 1-10 - Scott Semian, Keith Harrison:

The Dark Blue CyberPatriot Training Tool. 1-10
Digital Government Theory: Development and Application
- Ludwig Christian Schaupp, Elin Wihlborg, Lemuria D. Carter:

Introduction to the Minitrack on Digital Government Theory: Development and Application. 1 - Francesco Gualdi, Antonio Cordella:

Techno-legal entanglements as new actors in the policy-making process. 1-9
Digital Government and AI
- Lemuria D. Carter, Frank Bannister, Mila Gascó-Hernández, Stephan G. Grimmelikhuijsen:

Introduction to the Minitrack on Digital Government and AI. 1 - Viktor Suter, Miriam Meckel, Morteza Shahrezaye, Léa Steinacker:

AI Suffrage: A four-country survey on the acceptance of an automated voting system. 1-13 - Evrim Tan:

Designing an AI compatible open government data ecosystem for public governance. 1-10 - Tendai Makasi, Alireza Nili, Kevin C. Desouza, Mary Tate:

Public Service Values and Chatbots in the Public Sector: Reconciling Designer efforts and User Expectations. 1-10 - Morteza Namvar, Saeed Akhlaghpour, Javad K. Pool, Anisa Priscilia:

Towards explaining user satisfaction with contact tracing mobile applications in a time of pandemic: a text analytics approach. 1-10
Digital Government and Business Process Management (BPM)
- Andrea Delgado, Félix García, Hernán Astudillo:

Introduction to the Minitrack on Digital Government and Business Process Management (BPM). 1-3 - M. Carmen Penadés, Juan Sánchez Díaz, José A. Carsí, Ana-Gabriela Núñez, José H. Canós:

Building Urban Resilience: A Dynamic Process Composition Approach. 1-10 - Andrea Delgado, Daniel Calegari

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Discovery and Analysis of E-Government Business Processes with Process Mining: a case study. 1-10
Digital and Hyperconnected Supply Chain Systems
- Matthieu Lauras, Louis Faugère, Samuel Fosso Wamba:

Introduction to the Minitrack on Digital and Hyperconnected Supply Chain Systems. 1 - Guillaume Martin, Raphaël Oger:

A Reinforcement Learning Powered Digital Twin to Support Supply Chain Decisions. 1-9 - Weihong (Grace) Guo, Paul B. Kantor, Elsayed A. Elsayed, Eric Rosenberg, Rong Lei, Sachin Patel, Brendan Ruskey, Fred S. Roberts:

Supply Chain Threats and Countermeasures: From Elicitation through Optimization. 1-10
Disaster Information, Resilience, for Emergency and Crisis Technologies
- Mihoko Sakurai, Frédérick Bénaben, Andrea H. Tapia, Elsa Negre, Julie Dugdale:

Introduction to the Minitrack on Disaster Information, Resilience, for Emergency and Crisis Technologies. 1-4 - Nic DePaula, Loni Hagen, Stiven Roytman, Deaundre Dyson, Dana Alnahass, Mihir Patel, Alex Hill:

A Framework of Social Media Messages for Crisis and Risk Communication: A Study of the Covid-19 Pandemic. 1-10 - Elsa Negre:

Covid-19 in France: Crisis communication and on-the-fly training of populations. 1-10 - Therese Anne M. Rollan, Leorey O. Marquez, Caslon Chua:

Developing an Adaptive Building Evacuation Simulation and Decision Support Framework using Cognitive Agent-Based Modelling. 1-10 - Niles Egan, Vladimir Menkov, Paul B. Kantor:

Eliciting Uncertain Resilience Information for Risk Mitigation. 1-10 - Tung Bui, Quang Loc Lam:

I am what I am - Convergence Behaviors on Online Discussion About the Safety of COVID-19 Vaccines. 1-10 - Sindisiwe Magutshwa, Jaziar Radianti:

Is this Digital Resilience? Insights from Adaptation and Exaptation of a Cyber-Physical-Social System. 1-10 - Paloma Díaz, Mónica Sánchez-Francisco, Teresa Onorati, Alvaro Montero, Ignacio Aedo

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IWARN: A people-centered approach for early warning. 1-10 - Jorge A. Huertas, Pascal Van Hentenryck:

Large-scale Zone-based Evacuation Planning: Generating Convergent and Non-Preemptive Evacuation Plans via Column Generation. 1-10 - Seif Eddine Bouziane, Julie Dugdale, Mohamed Tarek Khadir:

Modeling renewable energy production and CO2 emissions in the region of Adrar in Algeria using LSTM neural networks. 1-10 - Nafe Moradkhani, Hélène Dolidon, Frédérick Bénaben:

Persistent physics-based crisis management framework: A case study of traffic in the Nantes city due to flood exposure. 1-10 - José H. Canós, M. Carmen Penadés, Marcos R. S. Borges, Salvador Bueno, Josune Hernantes, Leire Labaka, Víctor Amadeo Bañuls Silvera:

Towards Digital Transformation of a City Resilience Framework. 1-10 - Kristine Steen-Tveit:

Using a Public Safety Radio Network for Information Negotiation between the Three-Tiered Command and Control Structure. 1-10 - Julian Weidinger, Sebastian Schlauderer, Sven Overhage:

Which Factors Govern the Use of Emergency Response Information Systems? Insights from an Ethnographical Study of a Voluntary Fire Department. 1-10
Emerging Topics in Digital Government
- Andriana Prentza, J. Ramón Gil-García, Robert Krimmer:

Introduction to the Minitrack on Emerging Topics in Digital Government. 1-2 - Hendrik Scholta, Sebastian Halsbenning, Jörg Becker:

A public value based method to select services for a no-stop shop implementation. 1-10 - Ilka Kawashita, Ana Alice Baptista, Delfina Soares:

Open Government Data Use by the Public Sector - an Overview of its Benefits, Barriers, Drivers, and Enablers. 1-10 - Linda Weigl, Tom Barbereau, Alexander Rieger, Gilbert Fridgen:

The Social Construction of Self-Sovereign Identity: An Extended Model of Interpretive Flexibility. 1-10 - Ahmad Mohamad, Allan Sylvester, Jennifer Campbell-Meier:

Towards A Taxonomy of Emerging Topics in Open Government Data: A Bibliometric Mapping Approach. 1-10 - Elin Wihlborg, Fredrik Carlsson, Agneta Blom:

Towards Zoomocracy - an Explorative Study on Virtual Democratic Decision Making in Swedish City Council Meetings in the Wake of the Covid-19 Pandemic. 1-10
Engaging Governance
- Lobna Hassan, J. Tuomas Harviainen, Juho Hamari, Mattia Thibault:

Introduction to the Minitrack on Engaging Governance. 1 - William Bendix, Jon Mackay:

Fox in the Henhouse: The Delegation of Regulatory and Privacy Enforcement to Big Tech. 1-10 - Christian Schultz, Alexander Moltubakk Kempton:

Governance Challenges in Open Government Data Ecosystems: A Case Study from the Financial Sector in Norway. 1-10 - Qianli Yuan, Karyn Doke, Mila Gascó-Hernández, J. Ramón Gil-García, Mariya Zheleva, Petko Bogdanov:

Understanding Drivers and Challenges of Multi-actor Collaborations at the Local Level. 1-11
Inclusion in Digital Government: Narrowing the Divides
- Simone D. J. Barbosa, Jonathan Lazar, John Bertot:

Introduction to the Minitrack on Inclusion in Digital Government: Narrowing the Divides. 1 - Morten Meyerhoff Nielsen:

Monitoring and Measurement of Digital Inclusion: A Critical Analysis of Key Global Frameworks. 1-10 - Magdalena Ciesielska, Nina Rizun, Anna Baj-Rogowska:

Side Effects of National Immunization Program: E-Governance Support Toward Elders' Digital Inclusion. 1-10
Policies and Strategies for Digital Government
- Kyung Ryul Park, Frank Bannister, Antonio Cordella:

Introduction to the Minitrack on Policies and Strategies for Digital Government. 1-3 - Xiaohua Awa Zhu, Shengnan Yang, Summer Allen:

A Comparison of False-Information Policies in Five Countries before and during the COVID-19 Pandemic. 1-10 - Peter Kuhn, Matthias Buchinger, Dian Balta, Florian Matthes:

Barriers of applying Government as a Platform in Practice: Evidence from Germany. 1-10 - Karl Pinter, Dominik Schmelz, Peter Ebenhoch, Thomas Grechenig:

Citizen Empowerment on the Basis of the new Freedom of Information Act in Austria - Make Information Freedom Great Again. 1-9 - Mika Yasuoka, Morten Meyerhoff Nielsen, Karen Ejersbo Iversen:

The Exercise of Mandate - How Mandatory Service Implementation Promoted the Use of E-Government Services in Denmark. 1-10 - Svati Sundara Murthy, Jess Kropczynski, Shane E. Halse:

Understanding Decision-Making Needs of Open Government Data Users. 1-10
Smart and Connected Cities and Communities
- Manuel Pedro Rodríguez Bolívar, Gabriela Viale Pereira, Theresa Pardo:

Introduction to the Minitrack on Smart and Connected Cities and Communities. 1-2 - Yusuf Bozkurt, Alexander Rossmann, Zeeshan Pervez:

A Literature Review of Data Governance and Its Applicability to Smart Cities. 1-10 - Anouk van Twist, Mark S. Melenhorst, Mettina Veenstra, Erna H. J. M. Ruijer, Meike Kolk, Albert Meijer:

Designing Guidelines for Smart City Collaboration Tools. 1-10 - Jesper Jansson, Oscar Johansson, Maryam Roshan:

Initiating a Smart Tourism Ecosystem: A Public Actor Perspective. 1-10 - Xiaoyi Yerden, J. Ramón Gil-García, Mila Gascó-Hernández, G. Brian Burke:

Public Libraries' Perceptions of Future Collaborations for the Development of Smart Cities and Communities: Understanding Influential Factors. 1-10
The Impact of ICT on Citizens' Well-being and the Right to the City/Community
- Tomasz Oleksy, Anna Wnuk:

Introduction to the Minitrack on The Impact of ICT on Citizens' Well-being and the Right to the City/Community. 1-2 - Agnieszka Rychwalska, Magdalena Roszczynska-Kurasinska, Anna Domaradzka:

Right to Privacy in the Context of the Privacy Paradox and Data Collection Patterns: Exploratory Study of Polish Facebook Users. 1-10 - Md. Rakibul Hoque, Golam Sorwar, Md. Uzir Hossain:

Sustainable Rural Development through Union Digital Center: The Citizen Empowerment Perspective. 1-10 - Julia Theresia Zielonka, Franz Rothlauf:

You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. 1-10
Digital and Social Media
Big Data-driven Social Media Management
- Mingxin Gan, Xiangbin Yan:

Introduction to the Minitrack on Big Data-driven Social Media Management. 1-2 - Yufei Wu, Thilanka Munasinghe, Lydia Manikonda, Oshani Seneviratne:

Data-driven Analysis of Remote Work in China during the COVID-19 Pandemic. 1-10 - Yingxue Ma, Mingxin Gan, Jiao Xv:

Exploring the Influencing Factors of IP Film Rating by Sentiment Analysis and GMM. 1-7 - Zihan Feng, Hongfei Cui:

IRIS: Learning the Underlying Information of Scientific Research Interests Using Heterogeneous Network Representation. 1-10
Critical and Ethical Studies of Digital and Social Media
- T. L. Cowan, Tonia Sutherland, Jasmine Rault:

Introduction to the Minitrack on Critical and Ethical Studies of Digital and Social Media. 1-2 - Brooke Bosley, Takeria Blunt, Jihan Sherman, Brandy Pettijohn, Britney Johnson, Amber G. Johnson, Blaire Bosley, Susana M. Morris, André Brock:

Bringing Black Feminist's Thoughts, Self-Definitions, and Creative Agency to Digital Media and Technology Design. 1-10 - Aynne Kokas:

Grindr and Data Trafficking: Theorizing consent in data localization. 1-11 - Ho-Chun Herbert Chang, Matthew Bui, Charlton McIlwain:

Targeted Ads and/as Racial Discrimination: Exploring Trends in New York City Ads for College Scholarships. 1-10 - Celso Júnior, Marcelo Loutfi, Sean Wolfgand Matsui Siqueira:

The Impact of the Covid-19 Cases with Twitter Users in Their Perception of the Brazilian Government. 1-10 - Santtu Kauppila, Wael Soliman:

"This Is the Future of Advertising!" Or Is It? New Insights into the Justifiability of Deceptive Crowdwork in Cyberspace. 1-10 - Christie Abel, Lucy Pei, Ian Larson, Benedict Salazar Olgado, Benedict Turner:

"Tinder Will Know You Are A 6": Users' Perceptions of Algorithms on Tinder. 1-10 - Anne Washington, Lauren A. Rhue, Lisa Nakamura, Robin Stevens:

Uncoupling inequality: Reflections on the ethics of benchmarks for digital media. 1-9
Culture, Identity, and Inclusion
- Derrick L. Cogburn, Filippo Trevisan, Nanette S. Levinson:

Introduction to the Minitrack on Culture, Identity, and Inclusion. 1-5 - Zixing Shen, Michael J. Pritchard, Songxin Tan, Cherie Noteboom:

Educative Sensemaking on Social Media: An Empirical Investigation of Informal Learning on YouTube. 1-10 - Yinan Sun, Dan Suthers:

Examining Cultural and Technological Change: A Study of Cultural Affordances on WeChat. 1-10 - Aidan Fitzsimons:

Intersectional Identities and Machine Learning: Illuminating Language Biases in Twitter Algorithms. 1-10 - Pnina Fichman, Maanvi Rathi:

The Impact of Culture on Online Toxic Disinhibition: Trolling in India and the USA. 1-8 - Jinnatul Raihan Mumu, Regina Connolly, Peter Fernandes Wanke, Md. Abul Kalam Azad:

Understanding cyberslacking intention during Covid-19 online classes: An fsQCA analysis. 1-10 - Bastian Kordyaka, Jeanine Krath, Solip Park, Henrik Wesseloh, Samuli Laato:

Understanding toxicity in multiplayer online games: The roles of national culture and demographic variables. 1-10
Data Analytics, Data Mining and Machine Learning for Social Media
- David J. Yates, Jeffry S. Babb, Kevin Mentzer:

Introduction to the Minitrack on Data Analytics, Data Mining and Machine Learning for Social Media. 1-2 - Daniela Vianna, Amélie Marian:

A Frequency-Based Learning-To-Rank Approach for Personal Digital Traces. 1-10 - Sean Van Hoven, Brian Thoms, Nathan Botts:

Determining Link Relevancy in Tweets Related to Multiple Myeloma Using Natural Language Processing. 1-10 - Emily Cannon, Bianca Crouse, Souvick Ghosh, Nicholas Rihn, Kristen Chua:

"Don't Downvote A\$\$\$\$\$\$s!!": An Exploration of Reddit's Advice Communities. 1-10 - Kyong Jin Shim, Siaw Ling Lo, Su Yee Liew:

Do Sequels Outperform or Disappoint? Insights from an Analysis of Amazon Echo Consumer Reviews. 1-10 - Mehrdad Koohikamali, Natalie Gerhart:

False Rumor (Fake) and Truth News Spread During A Social Crisis. 1-11 - Markus Schaal, Enno Davis, Roland M. Müller:

Multi-National Topics Maps for Parliamentary Debate Analysis. 1-10 - Izunna Okpala, Guillermo Romera Rodriguez, Weibing Zheng, Shane E. Halse, Jess Kropczynski:

Perception Analysis: Pro- and Anti- Vaccine Classification with NLP and Machine Learning. 1-10 - Jonathan Koss, Sabine Bohnet-Joschko:

Social Media Mining in Drug Development Decision Making: Prioritizing Multiple Sclerosis Patients' Unmet Medical Needs. 1-10 - Gautam Kishore Shahi, Sünje Clausen, Stefan Stieglitz:

Who shapes crisis communication on Twitter? An analysis of German influencers during the COVID-19 pandemic. 1-10
Decision Making in Online Social Networks
- Valeria Sadovykh, David Sundaram, Gabrielle Peko:

Introduction to the Minitrack on Decision Making in Online Social Networks. 1-2 - Zakaria Babutsitdze, Dorian Vincileoni:

Behavioral changes associated with interacting with bots on Twitter. 1-8 - Archana Nandakumar, Prashanth Rajivan:

Frequent Truth: Impact of Frequency of Misinformation Correction in Extended Extreme Events. 1-10 - Gianluca Zanella, Mohsen M. Jozani, Morteza Safaei Pour:

Separating privacy and security in online decision-making process: The case of Venmo. 1-10 - Akit Kumar, Lu Xiao:

Understanding Morality behind Human opinion and reasoning. 1-10
Digital Methods
- Shawn Walker, Alexander Halavais, Matthew Weber:

Introduction to the Minitrack on Digital Methods. 1-2 - Laura Schulze, Manuel Trenz, Zhao Cai, Chee-Wee Tan:

Conducting Online Focus Groups - Practical Advice for Information Systems Researchers. 1-10 - Andreas Eckhardt, Julia Krönung, Victoria Reibenspiess, Lennart Jaeger:

Does Your Smile Mean That You're Happy? - a Multi-Channel Analysis of Emotional Reactions. 1-10 - Shaheen Kanthawala, Kelley Cotter, Kali Foyle, J. R. Decook:

It's the Methodology For Me: A Systematic Review of Early Approaches to Studying TikTok. 1-17
Digital and Social Media in Enterprise
- Xuefei (Nancy) Deng, Tawei Wang, Ester Gonzalez:

Introduction to the Minitrack on Digital and Social Media in Enterprise. 1-2 - Bowen Guan, Carol Hsu, Feng Xu:

Examining Employee Social Media Deviance: A Psychological Contract Breach Perspective. 1-10 - Isabel Maria Schmid, Benjamin Wehner, Susanne Leist:

Identifying Value-adding Users in Enterprise Social Networks. 1-10 - Joana Scherer, Pedro Morais Sanvido, Milene Selbach Silveira, Isabel Harb Manssour:

Integrated Visual Analysis for Brand Perception on Different Social Networks. 1-10
Games and Gaming
- Kishonna Gray, Kelly Bergstrom, Nathaniel D. Poor:

Introduction to the Minitrack on Games and Gaming. 1 - Samuli Laato, Sampsa Rauti:

Comparing Social Media Reactions to Early Game Songs and Final Boss Music in Single Player Adventure Games. 1-10 - Sky LaRell Anderson, Stephanie Orme:

Mental Health, Illness, Crunch, and Burnout: Discourses in Video Games Culture. 1-8 - Kevin Walther:

Online communities as a source of innovation: A netnographic study on Crusader Kings 3. 1-10 - Andrew M. Phelps, Nick D. Bowman, Mia Consalvo, Samuel Smyth:

Shared Spaces as Authenticity: Exploring the Connectedness of the Physical Environments of Microstreamers and their Audience. 1-10 - Vivian Hsueh Hua Chen, Wei Jie Dominic Koek, Gabrielle C. Ibasco, Fidelia Beatrice, Arul Chib:

The Effect of Intergroup Contact in Gaming on Improving Empathetic Feelings and Reducing Stereotypes Toward Immigrants. 1-9 - Nadia Ruiz-Bravo, Lisen Selander, Maryam Roshan:

The Political Turn of Twitch - Understanding Live Chat as an Emergent Political Space. 1-10 - Rachel Kowert, Chrissy Cook:

The toxicity of our (virtual) cities: Prevalence of dark participation in games and perceived effectiveness of reporting tools. 1-10 - Alexei Scerbakov, Johanna Pirker, Frank Kappe:

When a Pandemic Enters the Game: The Initial and Prolonged Impact of the COVID-19 Pandemic on Live-Stream Broadcasters on Twitch. 1-10
Mediated Conversation
- Yoram M. Kalman, Seth C. Lewis, Sheizaf Rafaeli:

Introduction to the Minitrack on Mediated Conversation. 1-2 - Castulus Kolo, Joschka Mütterlein, Sarah Anna Schmid:

Believing Journalists, AI, or Fake News: The Role of Trust in Media. 1-10 - Ashley Lee:

Breakdowns in Mediated Conversations: How and Why Youth Exit Cross-cutting Political Talk on Social Media. 1-10 - Linus Hagemann, Olga Abramova:

Crafting Audience Engagement in Social Media Conversations: Evidence from the U.S. 2020 Presidential Elections. 1-10 - Kyounghee Hazel Kwon, Chun Shao, Shawn Walker, Tanush Vinay:

Mobilizing Consensus on Facebook: Networked Framing of the U.S. Gun-Control Movement on Facebook. 1-10 - Gina M. Masullo, Jeremy Shermak, Martin J. Riedl, Jordon Brown, Ori Tenenboim:

Online Political Comments: Americans Talk About the Election Through a "Horse-Race" Lens. 1-10 - Josh Davis:

PokerFace Mask: Exploring Augmenting Masks with Captions through an Interactive, Mixed-Reality Prototype. 1-11 - Charis Asante-Agyei, Yimin Xiao, Lu Xiao:

Will You Talk about God with a Spirituality Chatbot? An Interview Study. 1-10
Network Analysis of Digital and Social Media
- Devan Rosen, Kar-Hai Chu, George A. Barnett:

Introduction to the Minitrack on Network Analysis of Digital and Social Media. 1-2 - Maryam Maleki, Mohammad Arani, Esther Mead, Joseph Kready, Nitin Agarwal:

Applying an Epidemiological Model to Evaluate the Propagation of Toxicity related to COVID-19 on Twitter. 1-10 - Shinnosuke Ando, Sho Tsugawa:

Effects of Random Errors on Graph Convolutional Networks. 1-10 - Shan Wang, Fang Wang:

Understanding the ego network structure of followers in social marketplaces: Structural capital or liability? 1-9 - Dibyendu Mishra, Syeda Zainab Akbar, Gazal Shekhawat, Joyojeet Pal:

Virality and the Virus: Drugs and Cures on Twitter During the COVID-19 Crisis in India. 1-10
Social Information Systems and Platforms: Designing Complexity
- Rainer Schmidt, Rainer Alt, Selmin Nurcan:

Introduction to the Minitrack on Social Information Systems and Platforms: Designing Complexity. 1-3 - Rainer Schmidt, Kathrin Kirchner, Liana Razmerita:

Leveraging Emergent Social Interactions for Value Co-Creation on Transaction Platforms. 1-10 - Lisa Lohrenz, Simon Michalke, Susanne Robra-Bissantz, Christoph Lattemann:

Mechanisms to foster Self-Determination on Engagement Platforms - An Online Experiment. 1-10
Streaming Media in Entertainment
- Katrin Scheibe, Franziska Zimmer, Juho Hamari, Maria Törhönen:

Introduction to the Minitrack on Streaming Media in Entertainment. 1-2 - Jennifer Gutzeit, Isabelle Dorsch, Wolfgang G. Stock:

Giving and Following Recommendations on Video-on-Demand Services. 1-10 - Katrin Scheibe, Franziska Zimmer, Kaja Fietkiewicz, Wolfgang G. Stock:

Interpersonal Relations and Social Actions on Live Streaming Services. A Systematic Review on Cyber-social Relations. 1-10 - Kyrie Zhixuan Zhou, Xianghua Ding, Xinru Tang, Yunan Chen:

"I Prefer an Everyday Style and Dislike Big Food Fighters": Integrating Foodshow into Everyday Life. 1-10 - Christian Hotz-Behofsits, Daniel Winkler, Nils Wlömert:

Music Genres Reconsidered: Challenging Established Genres with a Data-driven Approach. 1-8 - Jeremy Lopez, Guo Freeman:

To Tag or Not To Tag: The Interplay of the Twitch Tag System and LGBTQIA+ Visibility in Live Streaming. 1-10
Electric Energy Systems
Distributed, Renewable, and Mobile Resources
- Seth Blumsack:

Introduction to the Minitrack on Distributed, Renewable, and Mobile Resources. 1 - David Newman, Benjamin A. Carreras, José Miguel Reynolds-Barredo, Uma S. Bhatt, P. Collet, Damià Gomila:

A First Analysis of the Potential Impact of Climate Change on the Efficiency and Reliability of Solar and Hydro Energy Sources. 1-9 - Brian B. Johnson, T. G. Roberts, Olaoluwapo Ajala, Alejandro D. Domínguez-García, Sairaj V. Dhople, Deepak Ramasubramanian, Aidan Tuohy, Deepak Divan, Benjamin Kroposki:

A Generic Primary-control Model for Grid-forming Inverters: Towards Interoperable Operation & Control. 1-10 - Luckny Zéphyr, Ge Guo, Zongjie Wang, Jose L. Morillo:

Approximate Chance-Constrained Unit Commitment Under Wind Energy Penetration. 1-10 - Abhiroop Chattopadhyay, Ann-Perry Witmer, Peter W. Sauer:

Contextual Challenges in using DERs to Advance Remote Electrification. 1-9 - Aaqib Peerzada, Miroslav M. Begovic, Dejan Ostojic:

On the Environmental and Economic Impact of Utility-Scale Renewable Energy Deployment. 1-10 - Noah Rhodes, Line Roald:

The Role of Distributed Energy Resources in Distribution System Restoration. 1-10 - Andres Felipe Arias, Alberto Lamadrid, Carlos Valencia:

Virtual Power Plant Day Ahead Energy Unit Commitment. 1-10
Monitoring, Control, and Protection
- Joseph Eto:

Introduction to the Minitrack on Monitoring, Control, and Protection. 1-2 - Gad Monga Ilunga, A. P. Sakis Meliopoulos, George J. Cokkinides, Siyao Cai, Mohsen Pilehvar, Paul Myrda, Evangelos Farantatos:

Breaker to Control Center Integrated Protection, Control and Operations Model. 1-10 - Joshua Comden, Ahmed S. Zamzam, Andrey Bernstein:

Data-Driven Chance-Constrained Design of Voltage Droop Control for Distribution Networks. 1-10 - Hussain Otudi, Tatjana Dokic, Taif Mohamed, Mladen Kezunovic, Yi Hu, Zoran Obradovic:

Line Faults Classification Using Machine Learning on Three Phase Voltages Extracted from Large Dataset of PMU Measurements. 1-10 - Mohammad Mehdi Hosseini, Masood Parvania:

On the Verification of Deep Reinforcement Learning Solution for Intelligent Operation of Distribution Grids. 1-9 - Kaveri Mahapatra, Xiaoyuan Fan, Xinya Li, Yunzhi Huang, Qiuhua Huang:

Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search. 1-10 - Mani Venkatasubramanian, Chad Thomas, Mohammadreza Maddipour Farrokhifard:

Power Spectrum Estimation for Frequency Domain Ambient Modal Analysis. 1-10 - Jim Follum, Francis K. Tuffner, Md. Arif Khan, Pavel V. Etingov:

Simultaneous Forward-Backward Prony Estimation. 1-10
Policy, Markets, and Analytics
- Shmuel S. Oren:

Introduction to the Minitrack on Policy, Markets, and Analytics. 1 - Jing Peng, Johanna L. Mathieu, Catherine Hausman, Jesse Buchsbaum:

Long-term Impacts of Energy Storage Providing Regulation on Power Plant Retirements and System Emissions. 1-10 - Kaiying Lin, Beibei Wang, Pengcheng You:

Mechanism Design for Efficient Nash Equilibrium in Oligopolistic Markets. 1-10 - Manuel Garcia, Ross Baldick, Felipe Wilches-Bernal:

Primary Frequency Response Reserve Products for Inverter-Based Resources. 1-10 - Mark Gildersleeve, Richard Tabors, Aleksandr Rudkevich:

The Impact of Extreme Weather Events on Planning for Resource Adequacy. 1-10
Resilient Networks
- Jeff Dagle:

Introduction to the Minitrack on Resilient Networks. 1 - Wanshi Hong, Bin Wang, Mengqi Yao, Duncan S. Callaway, Larry Dale, Can Huang:

Data-Driven Power System Optimal Decision Making Strategy under Wildfire Events. 1-10 - Kyung-bin Kwon, Hao Zhu:

Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning. 1-9 - Lisa Hanny, Marc-Fabian Körner, Christina Leinauer, Anne Michaelis, Jens Strueker, Martin Weibelzahl, Jan Weissflog:

How to trade electricity flexibility using artificial intelligence - An integrated algorithmic framework. 1-10 - Seth Blumsack, Wenjing Su:

Joint Planning of Natural Gas and Electric Power Transmission with Spatially Correlated Failures. 1-11 - Dongqi Wu, Dileep M. Kalathil, Miroslav M. Begovic, Le Xie:

PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems. 1-10 - Thomas J. Overbye, Komal S. Shetye, Jessica Wert, Hanyue Li, Casey Cathey, Harvey Scribner:

Stability Considerations for a Synchronous Interconnection of the North American Eastern and Western Electric Grids. 1-10
Information Technology in Healthcare
Big Data on Healthcare Application
- Kelvin Kam-fai Tsoi, Patrick Hung, Simon K. Poon:

Introduction to the Minitrack on Big Data on Healthcare Application. 1 - Nikhil Yadav, Christopher Singh, Kajal Srivastava:

An End-to-End Machine Learning Solution for Anxiety and Depressive Disorder Symptom Occurrence During COVID-19: A New York Case Study. 1-10 - Marija Habijan, Irena Galic:

Automating Blood Flow Simulation Through the Aorta in Patient-specific CT Images. 1-9 - Rema Padman, Jennifer Grant, Urmila Ravichandran, Ravi Bashyal, Nirav Shah:

Risk Stratification and Prediction of Postoperative Complications Using Temperature Trajectories. 1-9
Decision Support for Healthcare Processes and Services
- Melanie Reuter-Oppermann, Cameron G. Walker, Nikolaus Furian:

Introduction to the Minitrack on Decision Support for Healthcare Processes and Services. 1-2 - Chinedu I. Ossai, Nilmini Wickramasinghe:

Extended Length of Hospital Stay for Surgical and Medical Patients - Insights from Hospital and Psychosocial Predictors. 1-10 - Aditya Shetty, Harry Groenevelt, Vera Tilson:

Intra-day Dynamic Rescheduling under Patient No-shows. 1-10 - Christina C. Bartenschlager, Ramona Frey, Marie Freitag, Johanna-Maria Classen, Helmut Messmann, Jens O. Brunner, Selin Temizel, Christoph Römmele:

Managing hospital visitor admission during Covid-19: A discrete-event simulation by the data of a German University Hospital. 1-9 - Matthew Howells, Liz Andrew, Daniel Gartner:

Modelling the Accessibility of Adult Psychology Services Using Discrete Event Simulation. 1-8 - Arne Witteborg, Rainer Borgstedt, Markus Günther, Gerrit Jansen, Michael Römer:

Monte-Carlo Simulation Based on Patient-Individual Distributions for Supporting Intensive Care Occupancy Management. 1-10 - Tsipi Heart, Rema Padman, Ofir Ben-Assuli, David Gefen, Robert Klempfner:

On Intelligence Augmentation and Visual Analytics to Enhance Clinical Decision Support Systems. 1-10 - Sven Stahlmann, Stefan Hirschmeier, Detlef Schoder:

Processing Patient Information Leaflets with Embeddings. 1-10 - Tizian Matschak, Christoph Prinz, Florian Rampold, Simon Trang:

Show Me Your Claims and I'll Tell You Your Offenses: Machine Learning-Based Decision Support for Fraud Detection on Medical Claim Data. 1-9 - Paras Bhatt, Oluwafemi Akanfe, Yuanxiong Guo, Yanmin Gong:

Towards a Model for Inclusive Healthcare Access post COVID-19. 1-10
Digital-Enabled Human-Information Interaction
- Aylin Ilhan:

Introduction to the Minitrack on Digital-Enabled Human-Information Interaction. 1-3 - Olga Abramova, Katharina Batzel, Daniela Modesti:

Coping and Regulatory Responses on Social Media during Health Crisis: a Large-scale Analysis. 1-10 - Megan L. Knittel, Rick Wash:

How an Online Health Support Community Responded to the COVID-19 Crisis. 1-10
Enabling New Delivery Models for Ubiquitous and Comprehensive Healthcare
- Benjamin L. Schooley, Nick Patel, Sue S. Feldman:

Introduction to the Minitrack on Enabling New Delivery Models for Ubiquitous and Comprehensive Healthcare. 1-2 - Vijay Gehlot, Elliot B. Sloane, Michael Kirk, Eric Miller, Jonathan L. Schaffer, Nilmini Wickramasinghe:

COVID-19 and Beyond: Taming the Virtual Healthcare Tiger with Colored Petri Nets based Modeling and Simulation. 1-10 - Lidan Zhang, Bengisu Tulu, Steven Jenkins, Nick Richardson, Steve Shoptaw, Faye S. Taxman:

Design and Evaluation of the Probation/Parole and Reentry Coach App (PARCA): A Platform to Support a Successful Reentry into Community. 1-10 - John Gerdes, Benjamin L. Schooley, Dakota Sharp:

Design of a Simulation Tool for Audiology Education to provide Hearing Screening Training. 1-10 - Benjamin L. Schooley, Sue S. Feldman:

Development and Use of a COVID-19 Back to Work Symptom Assessment Tool to Reduce COVID-19 Disease Exposure. 1-10 - Jingyi Li, Libo Liu, Yundan Xiao:

Investigating the Influence of Empowerment on Patients' Satisfaction: How to Empower Patients in Online Health Consultation Platform. 1-10
Health Behavior Change Support Systems (HBCSS)
- Amanda Blok, Harri Oinas-Kukkonen, Khin Than Win:

Introduction to the Minitrack on Health Behavior Change Support Systems (HBCSS). 1-2 - Polina Durneva, Cynthia LeRouge:

Designing Personally Relevant Avatars for Digital Health Interventions: The Biocultural Perspective of Presence. 1-10 - Thure Weimann, Martin Fischer, Hannes Schlieter:

Peer Buddy or Expert? - On the Avatar Design of a Virtual Coach for Obesity Patients. 1-10 - Ja-Nae Duane, Morgan Stosic, Jonathan D. Ericson, Brigitte N. Durieux, Justin Sanders, Erryca Robicheaux, Danielle Blanch-Hartigan:

The Virtual Doctor Is In: The Effect of Telehealth Visits on Patient Experience. 1-7 - Marco Schmidt, Michelle Berger, Lea Görl, Stefanie Lahmer, Henner Gimpel:

Towards Designing a Mobile Stress Coping Assistant. 1-10
ICT-enabled Self-management of Chronic Diseases and Conditions
- Kourosh Dadgar, Bahae Samhan, K. D. Joshi:

Introduction to the Minitrack on ICT-enabled Self-management of Chronic Diseases and Conditions. 1 - Hyeyoung Hah, Cynthia LeRouge:

Diagnosing Patients and Recommending mHealth Technology? Exploring Physicians' Intention to Influence Patients' Use of Self-Health Management Technology. 1-10 - Sayyida Masoom Gilani, Angeline Tanvy, Muhammad Fermi Pasha, Vanlal Thanzami:

Professional and Peer Social Support-Oriented mHealth App: A Platform for Adolescents with Depressive Symptomatology. 1-10
IT Adoption, Diffusion, and Evaluation in Healthcare
- Ton Spil, Akshat Kapoor, Arnold Kamis, Karoly Bozan:

Introduction to the Minitrack on IT Adoption, Diffusion, and Evaluation in Healthcare. 1-2 - Toby Hodgson, Andrew Burton-Jones, Clair Sullivan:

Addressing unwarranted clinical variation in healthcare as a quality improvement process. 1-7 - Mark Keith, Elina Stewart, Tevin Stewart, Mitchell Josephson, Bob Cash, Connor Bice:

An Institutional Theory Perspective on EHR Engagement: Mandates, Penalties, and Enforcement. 1-10 - Robert Garcia, Peter Kallio, Olayele Adelakun:

A Thematic Analysis of Provider Comparisons of Telemedicine Satisfaction Measures. 1-10 - Muhammed-Ugur Karagülle, Nicolas J. Lehmann, Lea R. Muth, Cora Hintze, Marc-André Juritz, Lars Stegemann, Martin Gersch, Agnès Voisard, Joachim W. Fluhr:

How to turn the Fast-Track into a Fast-Track: Process integration for evaluation of the quality of Digital Health Applications (DiGAs) on the example of the German Fast-Track Process. 1-10 - Moayad Alshawmar, Bengisu Tulu, Adrienne Hall Phillips:

Influence of Personality Traits on the Continued Use of Fitness Apps. 1-10 - Wei Wang, Libo Liu:

Investigating the impact of social support embedded in online consultation on physicians' online reputation: The moderating role of media capabilities. 1-10 - Guy Paré, Louis Raymond, Marie-Pascale Pomey, Genevieve Gregoire:

Predicting Medical Students' Intention to Integrate Digital Health into their Medical Practice: A Pre- and Post-COVID-19 Survey in Canada. 1-10 - Eduard Anton, Thuy Duong Oesterreich, Christian Fitte, Frank Teuteberg:

Trust Recipes for Enhancing the Intention to Adopt Conversational Agents for Disease Diagnosis: An fsQCA Approach. 1-10 - Michael Weber, Nicolas Limmer, Jörg Weking:

Where to Start with AI? - Identifying and Prioritizing Use Cases for Health Insurance. 1-10
IT Architectures and Implementations in Healthcare Environments
- Radmila Juric, Jörn Klein, Sang C. Suh:

Introduction to the Minitrack on IT Architectures and Implementations in Healthcare Environments. 1 - Radmila Juric, Elisabetta Ronchieri:

Semantic Framework for Practicing Data Science in Public Health Organizations during the Covid-19 Pandemics. 1-10 - Ayatelrahman Elsayed, Charles Creusere:

The feedback dynamics of brain-computer interfaces in a distributed processing environment. 1-10
Patient-facing Information Technology Implementations in Healthcare
- Jeffrey Lai, Peter R. Chai, Stephanie Carreiro:

Introduction to the Minitrack on Patient-facing Information Technology Implementations in Healthcare. 1 - Yonatan G. Keschner, Mohammad Adrian Hasdianda, Steven Miyawaki, Christopher W. Baugh, Paul C. Chen, Haipeng (Mark) Zhang, Adam B. Landman, Peter R. Chai:

Assessing Patient Experience and Orientation in the Emergency Department with Virtual Windows. 1-5 - Jennifer Merrill, Rachel Gunn, Anne Neary, Timothy Souza, Nancy Barnett:

Feasibility and Acceptability of a Wrist-worn Transdermal Alcohol Biosensor to Collect Data in the Field. 1-10 - Michael Chary:

Is Telehealth Better Used to Treat Patients or Help Other Physicians Treat Patients? An Agent-Based Modeling Study of Healthcare Provision. 1-10 - Nicole M. Duggan, Mohammad Adrian Hasdianda, Guruprasad D. Jambaulikar, Andrew J. Goldsmith, Anna Condella, Adaira Landry, Edward W. Boyer, Andrew Eyre:

Optimizing Real-Time Wellness Intervention Studies in Healthcare Shift Workers: Outcomes from a Prospective, Single-subject Design Study of a Digital Sleep Aid. 1-9
Personal Health and Wellness Management with Technologies
- Freimut Bodendorf, Nilmini Wickramasinghe, Tuan Huy Ma:

Introduction to the Minitrack on Personal Health and Wellness Management with Technologies. 1 - Luisa Pumplun, Amina Wagner, Christian Olt, Anne Zöll, Peter Buxmann:

Acting Egoistically in a Crisis: How Emotions Shape Data Donations. 1-10 - Oren Tirosh, Amir Andargoli, Nilmini Wickramasinghe:

Assessing the Benefits of a Teleassessment Solution Using a FVM Perspective. 1-8 - Pawel Jemiolo, Dawid Storman, Maria Mamica, Mateusz Szymkowski, Patryk Orzechowski:

Automated Affect and Emotion Recognition from Cardiovascular Signals - A Systematic Overview Of The Field. 1-10 - Jason A. Williams, Saurabh Gupta:

Changing Personal Healthcare IT Use during the COVID-19 Pandemic. 1-10 - Silke Weissenfels, Karolin Eva Kappler, Stefan Smolnik, Mark Menzel:

Curse or Blessing? Combining Personality Traits and Technology Acceptance to Investigate the Intention to Use of Digital Contact Tracing in Germany. 1-10 - Sören Diel, Niklas Gutheil, Fabian Richter, Christoph Buck:

My data, my choice?! The difference between fitness and stress data monitoring on employees' perception of privacy. 1-10 - Neetu Singh, Upkar Varshney, Sumantra Sarkar:

Patient Generated Health Data: Framework for Decision Making. 1-10 - Humira Ehrari, Lise T. Tordrup, Sune Müller

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The Digital Divide in Healthcare: A Socio-Cultural Perspective of Digital Literacy. 1-10
Process Mining in Healthcare
- Luise Pufahl, Jorge Munoz-Gama, Mathias Weske:

Introduction to the Minitrack on Process Mining in Healthcare. 1 - Renata Medeiros de Carvalho, Huyen Nguyen, Maikel Heetveld, Jolanda Luime:

An insight to nurse workload: predicting activities in the next shift and analyzing bedside alarms influence. 1-10 - Tim Scheplitz, Martin Burwitz, Thure Weimann:

PathwAI Systems in Healthcare - a Framework for Coupling AI and Pathway-based Health Information Systems. 1-10 - Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers:

Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions. 1-10
Security and Privacy Challenges for Healthcare
- Ace Vo:

Introduction to the Minitrack on Security and Privacy Challenges for Healthcare. 1-2 - Suzanna Schmeelk, Martins Samuel Dogo, Braja Gopal Patra, Yifan Peng:

Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing. 1-7 - Kristin Masuch, Maike Greve, Simon Trang:

The Double-Edged Sword of Health Data Breaches: A Comparison of Customer and Stock Price Perspectives on the Impact of Data Breaches of Response Strategies. 1-10 - Miloslava Plachkinova, Guillaume Faddoul:

Using Design Science Research to Develop a Secure Social Platform for Complementary and Alternative Medicine. 1-9
Seniors' Use of Digital Resources
- Heiko Gewald, Doug Vogel, Karoly Bozan:

Introduction to the Minitrack on Seniors' Use of Digital Resources. 1 - Sarah Hubner, Julie Blaskewicz Boron, Ann L. Fruhling:

Use of Assistive and Interactive Technology and Relation to Quality of Life in Aging Adults. 1-10
Socia Media and Healthcare Technology
- Rochelle K. Rosen, Beth Bock, Hamish Fraser:

Introduction to the Minitrack on Socia Media and Healthcare Technology. 1-2 - John C. Paolillo, Brian Harper, David Axelrod:

COVID-19 Information on YouTube in the Early Pandemic. 1-10 - Hossein Azarpanah, Mohsen Farhadloo, Rustam M. Vahidov:

Crisis Communications on Social Media: Insights from Canadian Officials Twitter Presence during COVID-19 Pandemic. 1-10 - Jianwei Lai, Lina Zhou, Kanlun Wang, Dongsong Zhang:

From Small to Big: Smartwatch Use in Mitigating COVID-19 - Understanding User Experience from Social Media Content Analysis. 1-10 - David Askay, Declan Molony, Hunter Glanz, Julia Alber:

Nowcasting and Forecasting COVID-19 Cases and Deaths Using Twitter Sentiment. 1-8 - Nevine Nawar, Omar F. El-Gayar, Loknath Sai Ambati, Giridhar Reddy Bojja:

Social Media for Exploring Adverse Drug Events Associated with Multiple Sclerosis. 1-10 - Joel Scanlan, Kristy De Sales, Daniel Lim, Erin Roehrer:

Using Social Media to Support Requirements Gathering When Users are Not Available. 1-10
Virtual, Augmented, and Mixed Reality in Healthcare
- Elham Rastegari, Nargess Tahmasbi:

Introduction to the Minitrack on Virtual, Augmented, and Mixed Reality in Healthcare. 1 - Mana Carr, Anthony Dang, Alex Shaw, Burkhard Wuensche:

Integration of a Cognitive Assessment Task into Exergame Gameplay Elements. 1-10 - Eduard Anton, Julian Schuir, Frank Teuteberg:

The Force of Habit: Examining the Status Quo Bias for Using Mixed Reality in Patient Education. 1-10
Internet and the Digital Economy
Actors, Agents, and Avatars: Visualizing Digital Humans in E-Commerce and Social Media
- Mike Seymour, Kai Riemer, Lingyao (Ivy) Yuan:

Introduction to the Minitrack on Actors, Agents, and Avatars: Visualizing Digital Humans in E-Commerce and Social Media. 1-2 - Mike Seymour, Lingyao (Ivy) Yuan, Alan R. Dennis, Kai Riemer:

Face It, Users Don't Care: Affinity and Trustworthiness of Imperfect Digital Humans. 1-10 - Anne Fota, Katja Wagner, Tobias Roeding, Hanna Schramm-Klein:

"Help! I Have a Problem" - Differences between a Humanlike and Robot-like Chatbot Avatar in Complaint Management. 1-10
Artificial Intelligence-based Assistants
- Rainer Schmidt, Alfred Zimmermann, Rainer Alt:

Introduction to the Minitrack on Artificial Intelligence-based Assistants. 1-3 - Rangina Ahmad, Dominik Siemon, Ulrich Gnewuch, Susanne Robra-Bissantz:

A Framework of Personality Cues for Conversational Agents. 1-10 - Nika Mozafari, Melanie Schwede, Maik Hammerschmidt, Welf H. Weiger:

Claim success, but blame the bot? User reactions to service failure and recovery in interactions with humanoid service robots. 1-10 - Ransome Epie Bawack, Kathleen Desveaud:

Consumer Adoption of Artificial Intelligence: A Review of Theories and Antecedents. 1-10 - Rainer Schmidt, Rainer Alt, Alfred Zimmermann:

Ecosystem Intelligence for AI-based Assistant Platforms. 1-10 - Fabian Reinkemeier, Ulrich Gnewuch:

Match or Mismatch? How Matching Personality and Gender between Voice Assistants and Users Affects Trust in Voice Commerce. 1-10 - Helena Weith, Christian Matt:

When Do Customers Perceive Artificial Intelligence as Fair? An Assessment of AI-based B2C E-Commerce. 1-10
Behavioral Economics in the Digital Economy: Digital Nudging and Interface Design
- Markus Weinmann, Christoph Schneider:

Introduction to the Minitrack on Behavioral Economics in the Digital Economy: Digital Nudging and Interface Design. 1-2 - Francis Joseph Costello, Jinho Yun, Kun Chang Lee:

Digital Dark Nudge: An Exploration of When Digital Nudges Unethically Depart. 1-10 - Marcin Bartosiak:

Not So Digital After All? A Look at the Nature of Digital Nudging through the Prism of the Digital Object Concept. 1-10 - Arnold Wibmer:

Nudging Raters towards Feedback: Effects of Regulatory Focus and Idea Partitioning on Rater's Attendance on and their Tendency to Follow Feedback Information in Idea Selection. 1-10 - Katharina Schumacher, Leonore Dorothea Katharina Peters, Jasmin Feste:

Please Mind the Stress: The Influence of Technostress on Mindset-Driven Sustainable Consumption in an Online Shopping Context. 1-10
Crowd-based Platforms
- Yili Hong, Bin Gu, Nina Huang:

Introduction to the Minitrack on Crowd-based Platforms. 1-4 - Mohsen M. Jozani, Ali Balapour, Morteza Safaei Pour:

Crowdfunding Project Success for Game Developers: Evidence from Kickstarter and Steam. 1-10 - Anqi Wu, Aravinda Garimella, Ramanath Subramanyam, Eren Ahsen:

Disaster Management Through Digital Platforms: Online Crowdfunding Communities Respond to the COVID-19 Pandemic. 1-10 - Scott Schanke, Gordon Burtch, Gautam Ray:

Dynamic Voice Clones Elicit Consumer Trust. 1-10 - Yu Jin, Qiang Ye, Jingchuan Pu:

Investors' Attention Allocation to Stock Analysis: The Role of Rating Deviation. 1-10 - Xiaohui Zhang, Zaiyan Wei, Qianzhou Du, John Zhang:

Social Media Moderations, User Ban, and Content Generation: Evidence from Zhihu. 1-10 - Xiaolin Zhuo, Hong Hong, Dapeng Xu, Qiang Ye:

The Influence of "Likes" on User Content Generation in Online Investment Communities. 1-10 - Quang Neo Bui, Son Bui:

Understanding the Success of Sharing Economy Startups: A Necessary Condition Analysis. 1-9 - Peter Schou, Eliane Bucher, Matthias Waldkirch, Eduard Grünwald:

We Did Start the Fire: r/wallstreetbets, 'Flash movements' and the Gamestop Short-Squeeze. 1-12
Crowdsourcing and Digital Workforce in the Gig Economy
- Xuefei (Nancy) Deng, Joseph Taylor, Sara Moussawi:

Introduction to the Minitrack on Crowdsourcing and Digital Workforce in the Gig Economy. 1-2 - Adeline Frenzel-Piasentin, Karoline Glaser, Jonas Toutaoui, Daniel J. Veit:

"No Matter I'll Be Selected; in the Next Challenge I Will Be Better!" - Understanding Non-Technical Skill Development in the Gig Economy. 1-10 - Yuqing Ren, Shawn P. Curley:

Significance of Task Significance in Online Marketplaces for Work. 1-10 - Lorenz Verelst, Rein De Cooman, Marijke Verbruggen:

The Food App is Watching You: The Relationship between Daily Algorithmic Control and Meaningful Work and the Role of Job Crafting. 1-11 - Huichuan Xia:

Tragedy of the Commons - A Critical Study of Data Quality and Validity Issues in Crowd Work-Based Research. 1-10
Data Models and Digital Twins for the Digital Economy: Real, Augmented, and Synthetic Data in Decision Support Systems
- Alexander Rossmann, Dieter Hertweck:

Introduction to the Minitrack on Data Models and Digital Twins for the Digital Economy: Real, Augmented, and Synthetic Data in Decision Support Systems. 1-2 - Alexander Rossmann, Dieter Hertweck:

Digital Twins: A Meta-Review on Their Conceptualization, Application, and Reference Architecture. 1-10 - Linard Barth, Matthias Ehrat, Gianluca Galeno, Manuel Holler, Nikola Savic:

Value Generation in the Product Lifecycle with Digital Twins: Status Quo in Swiss Companies. 1-10
Electronic Marketing
- Bruce D. Weinberg, Ajit Kambil, Lenita M. Davis:

Introduction to the Minitrack on Electronic Marketing. 1 - Christopher P. Holland:

Artificial Intelligence (AI) and Digital Transformation in the Insurance Market: A Case Study Analysis of BGL Group. 1-10 - Jennifer Rix, Robert Rußell, Alexander Rühr, Thomas Hess:

Human vs. AI: Investigating Consumers' Context-Dependent Purchase Intentions for Algorithm-Created Content. 1-10 - Rohan Mestri, Pragna Bollam, Gijs Overgoor, William Rand:

Text vs. Image: An application of unsupervised multi-modal machine learning to online reviews. 1-10 - David Karl, Björn Asdecker, Christine Feddersen-Arden:

The Impact of Displaying Quantity Scarcity and Relative Discounts on Sales and Consumer Returns in Flash Sale E-Commerce. 1-10
Enterprise Blockchains
- Liudmila Zavolokina, Andreas Hein, Gerhard Schwabe, Helmut Krcmar:

Introduction to the Minitrack on Enterprise Blockchains. 1-2 - Simon Perrelet, Hans-Georg Fill, Jens Dibbern:

A Modeling Approach for Blockchain-inspired Business Models: An Extension of the e3 -Value Method. 1-10 - Benedikt Putz

, Günther Pernul:
Comparing Successful DLT Consortia: A Lifecycle Perspective. 1-10 - Nadine Ostern, Guido Perscheid:

Meta-View of Blockchain Technology Tensions in Organizational Implementation and Use. 1-10 - Rafael Ziolkowski, Gerhard Schwabe:

Mine, Yours, ... Ours? Managing Stakeholder Conflicts in an Enterprise Blockchain Consortium. 1-10 - Alexandra Hoess, Tamara Roth, Johannes Sedlmeir, Gilbert Fridgen, Alexander Rieger:

With or Without Blockchain? Towards a Decentralized, SSI-based eRoaming Architecture. 1-10 - Benjamin Schellinger, Fabiane Völter, Nils Urbach, Johannes Sedlmeir:

Yes, I Do: Marrying Blockchain Applications with GDPR. 1-10
Firm and User Generated Content in the Digital Economy: Key Players, Management and Impact
- Michael Klaas, Bettina Beurer-Zuellig:

Introduction to the Minitrack on Firm and User Generated Content in the Digital Economy: Key Players, Management and Impact. 1-2 - Jaebong Son, Hyung Koo Lee, Hyoungyong Choi, Onook Oh:

Are Neutral Sentiments Worth Considering When Investigating Online Consumer Reviews? Their Relationship with Review Ratings. 1-10
Global, International, and Cross-Cultural Issues in the Digital Economy
- Barbara Krumay, Pnina Fichman, Edward Bernroider:

Introduction to the Minitrack on Global, International, and Cross-Cultural Issues in the Digital Economy. 1 - Andreas Janson, Ernestine Dickhaut, Matthias Söllner:

Designing for Cultural Values: Towards a Theory-motivated Method for Culture-sensitive Adaptation of Information Systems. 1-10
Hospitality and Tourism in a Global Digital Economy - New Models, Services, and Performance
- Elin Wihlborg, Ulrike Gretzel, Karin Högberg:

Introduction to the Minitrack on Hospitality and Tourism in a Global Digital Economy - New Models, Services, and Performance. 1-2 - Yun Wan, Makoto Nakayama:

A Sentiment Analysis of Star-rating: a Cross-Cultural Perspective. 1-9 - Ting Long, Reima Suomi:

Determinants and Effects of User Delight with Theme Park Apps. 1-10 - Aarni Tuomi, Mark Ashton, Hanna-Kaisa Ellonen, Iis Tussyadiah:

Innovation in High-End Food Service During COVID-19 Lockdowns. 1-10
Human-Computer Interaction in the Digital Economy
- Joseph S. Valacich, Christoph Schneider, Jeffrey L. Jenkins:

Introduction to the Minitrack on Human-Computer Interaction in the Digital Economy. 1-2 - Gabriele Obermeier, Jasmin Klingersberger, Andreas Auinger:

Factors Influencing Usage Intentions Towards a Self-service Kiosk with Biometric Authentication. 1-10 - Dorothy E. Leidner, Juliana Sutanto, Lazaros Goutas:

Influencing Environmentally Sustainable Consumer Choice through Information Transparency. 1-10 - Gregor Albrecht, Jonas Toutaoui, Konstantin Roethke:

The Intricate Effects of Complexity and Personalization on Investment Intention in Robo-Advisory. 1-10 - David Kim, Joseph S. Valacich, Jeffrey L. Jenkins, Manasvi Kumar, Alan R. Dennis:

Thinking Fast or slow? Understanding Answering Behavior Using Dual-Process Theory through Mouse Cursor Movements. 1-10 - Joey F. George, Akmal Mirsadikov, Misty Nabors, Kent Marett:

What do Users Actually Look at During 'Zoom' Meetings? Discovery Research on Attention, Gender and Distraction Effects. 1-9
Human-centricity in a Sustainable Digital Economy
- Soheil Human, Gustaf Neumann, Rainer Alt:

Introduction to the Minitrack on Human-centricity in a Sustainable Digital Economy. 1-2 - Agnieszka Kitkowska, Johan Högberg, Erik Wästlund:

Barriers to a Well-Functioning Digital Market: Exploring Dark Patterns and How to Overcome Them. 1-10 - Leonard Michels, Jessica Ochmann, Sebastian A. Günther

, Sven Laumer, Verena Tiefenbeck:
Empowering Consumers to Make Environmentally Sustainable Online Shopping Decisions: A Digital Nudging Approach. 1-10 - Doortje Hoogsteen, Hans P. Borgman:

Empower the Workforce, Empower the Company? Citizen Development Adoption. 1-10 - Soheil Human, Rainer Alt, Hooman Habibnia, Gustaf Neumann:

Human-centric Personal Data Protection and Consenting AssistantSystems: Towards a Sustainable Digital Economy. 1-10
Innovative Behavioral IS Security and Privacy Research
- Merrill Warkentin, Allen C. Johnston, Anthony Vance:

Introduction to the Minitrack on Innovative Behavioral IS Security and Privacy Research. 1 - Ryan M. Schuetzler, Justin Scott Giboney, G. Mark Grimes:

Design of a Chatbot Social Engineering Victim. 1-7 - Marc J. Dupuis, Karen Renaud, Anna Jennings:

Fear might motivate secure password choices in the short term, but at what cost? 1-10 - Bongsik Shin, Gimun Kim:

Proposing a Hybrid Model that Reconciles Rationality and Nonrationality in Information Privacy Decision Making. 1-10 - Amir Fard Bahreini, Ron Cenfetelli, Hasan Cavusoglu:

The Role of Heuristics in Information Security Decision Making. 1-10 - Sebastian Hengstler, Robert C. Nickerson, Simon Trang:

Towards a Taxonomy of Information Security Policy Non-Compliance Behavior. 1-10 - Mark J. Keith, Autumn Clark, Tamara Masters, Curtis Wigington:

What Makes Health Data Privacy Calculus Unique? Separating Probability from Impact. 1-10
Making Digital Transformation Real
- Lauri Wessel, Elaine Mosconi, Abayomi Baiyere:

Introduction to the Minitrack on Making Digital Transformation Real. 1-3 - Henning Brink, Sven Packmohr:

Analyzing Barriers to Digital Transformation in the German Engineering Industry - A Comparison of Digitalized and Non-Digitalized Enterprises. 1-10 - Torsten Gollhardt, Andreas Hermann, Ann-Kristin Cordes, Benjamin Barann, Paul Kruse:

Design of a Software Tool Supporting Orientation in the Context of Digital Transformation. 1-10 - Nils Tschoppe, Paul Drews:

Developing Digitalization Strategies for SMEs: A Lightweight Architecture-based Method. 1-10 - Christoph Stoiber, Stefan Schönig:

Digital Transformation and Improvement of Business Processes with Internet of Things: A Maturity Model for Assessing Readiness. 1-10 - Isabel Ramos, Klaus North, Stefan Thalmann, Nekane Aramburu, Andreas Hermann, Karin Gräslund, Victor Barros:

Using Simulation to Leverage Digital Transformation of SMEs: A European Perspective. 1-10
Open Platform Ecosystems in Logistics: Business Models and Technologies
- Peter Detzner, Boris Otto, Frederik Möller, Sören Kerner:

Introduction to the Minitrack on Open Platform Ecosystems in Logistics: Business Models and Technologies. 1-2 - Carina Culotta, Estelle Duparc:

Dimensions of Digital B2B Platforms in Logistics - A White Spot Analysis. 1-10 - Estelle Duparc, Carina Culotta, Boris Otto:

Evaluating Platform Openness in Logistics based on a Taxonomic Analysis. 1-10
Social Shopping: The Good, the Bad, and the Ugly
- David Sundaram, Valeria Sadovykh, Gabrielle Peko:

Introduction to the Minitrack on Social Shopping: The Good, the Bad, and the Ugly. 1-2 - Sebastian Lawrenz, Hendrik Poschmann, Andreas Rausch, Vera Stein:

Data Trading Similarity Signature An Extended Data Trading Framework for Human and Non-Human Actors. 1-10 - Bettina Beurer-Zuellig, Michael Klaas:

Let me Entertain You - the Influence of Augmented Reality on Purchasing Intention in E-Commerce. 1-10 - Felix Brünker, Julian Marx, Milad Mirbabaie, Stefan Stieglitz:

Oiling the 'Tireless Selling-Machine' - Exploring Requirements for the Deployment of Social Bots in Social Commerce. 1-10
The Dark Sides of AI
- Lin Xiao, Xiao-Liang Shen, Xusen Cheng:

Introduction to the Minitrack on The Dark Sides of AI. 1-2 - Bin Li, Luning Liu, Weicheng Mao, Yongcumu Qu:

Does Customers' Emotion toward Voice-based Service AI Cause Negative Reactions? Empirical Evidence from a Call Center. 1-10 - Julian Sengewald, Richard Lackes:

Fair Engineering of Machine Learning Systems - Lessons Learned from a Literature Review. 1-10 - Luis Hillebrand, Sebastian Hermes, Markus Böhm:

Privacy Discrimination: What it is and why it matters. 1-10
The Diffusion, Impacts, Adoption and Usage of ICTs upon Society and Small Enterprises
- Jyoti Choudrie, David Sundaram, Sherah Kurnia:

Introduction to the Minitrack on The Diffusion, Impacts, Adoption and Usage of ICTs upon Society and Small Enterprises. 1-2 - Theo Lynn, Pierangelo Rosati, Grace Fox, Declan Curran, Colm O'Gorman, Edel Conway:

Assessing the Impact of COVID-19 on Website Technology Penetration on Businesses in Rural Towns. 1-10 - Leonore Dorothea Katharina Peters, Jasmin Feste, Katharina Schumacher:

Coping with IT! Antecedents and Consequences of Technostress in E-Commerce. 1-10 - Aastha Pandey:

Diffusion and Adoption of Technology amongst Small and Medium enterprises during COVID-19 with a focus on Internet of Things. 1-10 - Erkki Tervo, Karin Väyrynen:

Non-Adoption of Dynamic Pricing in Traditional Taxi Dispatch Organizations. 1-10 - Dammon Ghanizadeh, Jyoti Choudrie, David Sundaram:

Understanding and exploring employees' use of an enterprise social network within a large retail organisation. 1-10
The Digital Supply Chain of the Future: Applications, Implications, Business Models
- Alexander Pflaum, Freimut Bodendorf, Günter Prockl, Haozhe Chen:

Introduction to the Minitrack on The Digital Supply Chain of the Future: Applications, Implications, Business Models. 1-3 - Günter Prockl, Dominik Roeck, Thomas Jensen, Somnath Mazumdar, Raghava Rao Mukkamala:

Beyond Task-technology Fit: Exploring Network Value of Blockchain Technology Based on Two Supply Chain Cases. 1-10 - Tiphaine Henry, Roman Beck, Nassim Laga, Walid Gaaloul, Shenle Pan:

Decentralized procurement mechanisms for efficient logistics services mapping - a design science research approach. 1-10 - Anders Haug, Kent Adsbøll Wickstrøm, Jan Stentoft, Kristian Philipsen:

Knowledge networks for adoption of additive manufacturing: The role of maturity. 1-10 - Isidro Liñan-Jimenez, Henrik Steen Sternberg, James Summer, Vitali Mindel:

Propositions on Motivating Supply Chain Frontline Workers in Research Crowdsourcing. 1-10 - Frederik Möller, Maleen Stachon, Ilka Jussen, Julia Schweihoff, Hendrik van der Valk, Michael Schmidt, Stephanie Handrup:

Towards a Taxonomy of API Services in Logistics. 1-10 - Chenxin Yao, Xiang Peng, Sherah Kurnia, Md. Mahbubur Rahim:

Understanding Factors Affecting the Adoption of ICT-Enabled Sustainable Supply Chain Management Practices. 1-10
The Internet of Everything: Converging the Internet of People (IoP) and the Internet of Things (IoT)
- Jeremy Beer, Hope Schau, Jan Kietzmann:

Introduction to the Minitrack on The Internet of Everything: Converging the Internet of People (IoP) and the Internet of Things (IoT). 1 - Chenming Peng, Nannan Xi, Zhao Hong, Juho Hamari:

Acceptance of Wearable Technology: A Meta-Analysis. 1-10 - TC Eley, Kalle Lyytinen:

Industry 4.0 Implementation: Novel Issues and Directions. 1-10
Knowledge Innovation and Entrepreneurial Systems
Addressing Diversity in Digitalization
- Janina Sundermeier, Hannes Rothe, Yolande Chan:

Introduction to the Minitrack on Addressing Diversity in Digitalization. 1-3 - Xuefei Deng, Sheng Yi:

The Digital Divide in Online Education: A Study of Underserved College Students. 1-10
Born Digitals
- Minna Rollins, Arto Ojala, Sara Fraccastoro, Mika Gabrielsson:

Introduction to the Minitrack on Born Digitals. 1-3 - Mingzhu (Stella) Ye, Yuanfei Kang, Joanna Scott-Kennel:

Born-digital: The Internationalisation path of digital firms. 1-10 - William Baber, Chen Yao:

Value Co-Creation Mechanisms in a Born Digital Short-form Video Platform: Kuaishou. 1-10
Design and Appropriation of Knowledge and AI Systems
- Stefan Smolnik, Pierre Hadaya, W. David Holford:

Introduction to the Minitrack on Design and Appropriation of Knowledge and AI Systems. 1 - Camille Grange:

Algorithmically Controlled Automated Decision-Making and Societal Acceptability: Does Algorithm Type Matter? 1-10 - Simon L. Schmidt, Mahei Manhai Li, Christoph Peters:

Requirements for an IT Support System based on Hybrid Intelligence. 1-10 - Rania Afiouni, Alain Pinsonneault:

Ripples of Change - An AI Job Crafting Model for Human-in-Control. 1-10
Digitalization of Work
- Tobias Scholz, Juho Hamari, Maria Törhönen, Brian McCauley:

Introduction to the Minitrack on Digitalization of Work. 1-2 - Maren Gierlich-Joas, Mena Teebken, Thomas Hess:

A Synthesized Perspective on Privacy and Transparency in the Digital Workplace. 1-10 - Tyler S. Stumpf, Christopher B. Califf, Jaime Lancaster:

Digital Nomad Entrepreneurship and Lifestyle Design: A Process Theory. 1-10 - Henrik Kortum, Jonas Rebstadt, Oliver Thomas:

Dissection of AI Job Advertisements: A Text Mining-based Analysis of Employee Skills in the Disciplines Computer Vision and Natural Language Processing. 1-10 - Anna-Maria Staiger, Johannes Schmidt, Dietrich von der Oelsnitz:

How well did I do? The effect of feedback on affective commitment in the context of microwork. 1-10 - Julian Decius, Timo Kortsch, Hilko Paulsen, Anja Schmitz:

Learning What you Really, Really Want: Towards a Conceptual Framework of New Learning in the Digital Work Environment. 1-10 - Rennie Naidoo, Sifiso Wiseman Ndlovu:

Stickiness Impediments in Digital HRM. 1-10
EdTech and Emerging Technologies
- Deepak Khazanchi, Gaurav Shekhar:

Introduction to the Minitrack on EdTech and Emerging Technologies. 1-2 - Abhishek Parakh, Mahadevan Subramaniam, Parvathi Chundi:

A Framework for Incorporating Serious Games into Learning Object Repositories through Experiential Learning. 1-11 - Roger Seiler, Daniel Widmer:

Extended Reality in the World Wide Web: Investigating and Testing the Use Cases of WebVR Manuals. 1-9
Innovation and Entrepreneurship in Early Stage Firms
- Marianne Gloet, Daniel Samson:

Introduction to the Minitrack on Innovation and Entrepreneurship in Early Stage Firms. 1-2 - Wesley Koo, Charles Eesley:

A Confluence of Tech and Talent: Rural Online Entrepreneurship and Return Migration. 1-10 - Dulce Gonçalves, Magnus Bergquist:

How startups utilize organizational adaptability in digital innovation. 1-10 - Daria Podmetina, Ekaterina Albats, Federico Rosei, Daria Kautto:

Innovation and Entrepreneurship for Social goals and Sustainability in developing countries. 1-9 - Maram Hakami, Sojen Pradhan, Emmanuel Mastio:

Investigating the Social Capital Theory in the University-Private Partnership: A Systematic Review. 1-10
Innovation and Entrepreneurship: Theory and Practice
- Michael Bartolacci, Katia Passerini, Cesar Bandera:

Introduction to the Minitrack on Innovation and Entrepreneurship: Theory and Practice. 1-2 - Agnieszka Konys:

An Ontology-Based Knowledge Modelling for Sustainable Entrepreneurship Domain. 1-10 - Marina Guimarães, Guilherme Luz Tortorella:

A scoping review on the practices of open innovation. 1-9 - Christoph Gerling, Fabrice Bickel, Thomas Haskamp, Falk Uebernickel:

Collaborate to Innovate: Utilizing Design Patterns Cards for Accelerating the Digital Transformation of Small and Medium-sized Enterprises. 1-10 - Zhouxuan (Fanny) Li, Robert N. Eberhart, Charles Eesley:

Institutions and Maker Entrepreneurship. 1-9 - Elin Uppström, Carl-Mikael Lönn:

Investigating an Incubator for Digital innovation in Cultural Heritage. 1-10 - Cesar Bandera, Ellen Thomas:

Pivoting Strategies: A Study of Pivot Severity, Investor Reliance, and Revenue among Startups. 1-6 - Carolin Marx, Thomas Haskamp, Danielly F. O. de Paula, Falk Uebernickel:

The Nexus of Design Thinking and Intrapreneurship: Insights from a large-scale empirical assessment. 1-12 - Jacob Hornberger, Yannik Mack, Abayomi Baiyere:

The Role of the Strategic Corporate Accelerator: Overcoming Obstacles of Corporate Startup Engagement. 1-11
Innovation in Organizations: Learning, Unlearning, and Intentional Forgetting
- Julee Hafner, Christof Thim:

Introduction to the Minitrack on Innovation in Organizations: Learning, Unlearning, and Intentional Forgetting. 1-3 - Helena Vallo Hult, Lars-Olof Johansson, Anna Sigridur Islind, Ulrika Snis:

The Intersection Between Information Systems and Workplace Learning: A Systematic Review and Research Agenda. 1-10 - Julee Hafner:

Unlearning in crisis: Forces of change in unlearning. 1-10
International Perspectives for Cybersecurity
- Enrico Calandro, Carsten Rudolph, Wallace Chigona, Louise Axon:

Introduction to the Minitrack on International Perspectives for Cybersecurity. 1-2 - Anthony Adams, Gillian C. Oliver, Carsten Rudolph:

Cybersecurity Maturity in the Pacific Islands - Informing a Regional CERT Framework. 1-10 - Jongkil Jeong, Marthie Grobler, M. A. P. Chamikara:

Simplifying Cyber Security Maturity Models through National Culture: A Fuzzy Logic Approach. 1-10
Judgement, Big Data-Analytics, and Decision-making
- Nazim Taskin, David Pauleen, Ali Intezari, Kasuni Weerasinghe:

Introduction to the Minitrack on Judgement, Big Data-Analytics, and Decision-making. 1-3 - Wandisa Nyikana, Tiko Iyamu:

A Guide for selecting big data analytics tools in an organisation. 1-11 - Ji Yu, Nazim Taskin, David Pauleen, Hamed Jafarzadeh:

Harvesting Wisdom on Social Media for Business Decision Making. 1-10 - Paper Hartman:

Triple Bottom Line: Exploratory Data Analysis of Lodging Real Estate Investment Trusts. 1-10
Knowledge Flow, Transfer, Sharing, and Exchange
- Mika Yasuoka, Lynne P. Cooper, Mark E. Nissen:

Introduction to the Minitrack on Knowledge Flow, Transfer, Sharing, and Exchange. 1 - Gebremedhin Gebreyohans, Dave T. Croasdell, Million Meshesha:

A Systematic Literature Review on Digital Knowledge Sharing in Higher Education. 1-10 - Marcelo Tibau, Sean Wolfgand Matsui Siqueira, Bernardo Pereira Nunes:

Mapping Knowledge Flows in ExploratoryWeb Searches. 1-10 - Thao Orrensalo, Maedeh Ghorbanian Zolbin, Shahrokh Nikou:

The Impact of Digitalisation and Entrepreneurial Networks on Business Strategy Development - a media richness theory approach. 1-10
Reports from the Field: Knowledge and Learning Applications in Practice
- Alexander Kaiser, Julee Hafner:

Introduction to the Minitrack on Reports from the Field: Knowledge and Learning Applications in Practice. 1-3 - Alexander Kaiser, Lisa-Maria Baumgartner, Anna Katharina Grill, Sebastian Neumaier:

An advanced knowledge-based analysis of company vision statements. 1-10 - Nina Helander, Annamaija Paunu, Pasi Hellsten:

Knowledge management processes in practice: Empirical insights from the public sector. 1-10
The Technical, Socio-Economic, and Ethical Aspects of AI
- Yibai Li, Yichuan Wang, Xuefei Deng:

Introduction to the Minitrack on The Technical, Socio-Economic, and Ethical Aspects of AI. 1-2 - Sumaiya Sultana Tanu, Lu Zhang, Dinesh Gauri, Zhenghui Sha:

An Exploratory Study on Fairness-Aware Design Decision-Making. 1-10 - Isabel Gan, Sara Moussawi:

A Value Sensitive Design Perspective on AI Biases. 1-10 - José Antonio Siqueira de Cerqueira, Anayran Pinheiro De Azevedo, Heloise Acco Tives Leão, Edna Dias Canedo:

Guide for Artificial Intelligence Ethical Requirements Elicitation - RE4AI Ethical Guide. 1-10
Topics in Knowledge, Innovation, and Entrepreneurship Systems.
- Murray E. Jennex:

Introduction to the Minitrack on Topics in Knowledge, Innovation, and Entrepreneurship Systems. 1 - Brock Smith, Claudia Smith:

Entrepreneurs' Response to the Dark Side of Knowledge During Covid19. 1-10 - Marieluise Merz, Max Hurm:

Goal-Setting for Knowledge Documentation using Persuasive Systems Design - Selection and Implementation of Design Principles. 1-10 - Murray E. Jennex, Alexandra Durcikova, Ilona Ilvonen:

Knowledge Systems and Risk Management: Threat Lessons Learned from COVID-19 in 2020-21. 1-10 - Matthew Wilson, Onyewuchukwu Obilo, Karen Robson:

The Relationship Between Crowdsourcing and Consumer Power. 1-8
Value, Success, and Performance Measurements of Knowledge, Innovation, and Entrepreneurial Systems
- Stefan Smolnik, Murray E. Jennex, Dave T. Croasdell:

Introduction to the Minitrack on Value, Success, and Performance Measurements of Knowledge, Innovation, and Entrepreneurial Systems. 1 - Elwira Gross-Golacka, Marta Kusterka-Jefmanska, Bartlomiej Jefmanski, Teresa Kupczyk, Izabela Warwas:

Diversity management in organizations - the measuring of the benefits: Visegrad Group (V4) countries perspective. 1-10 - Frank Bodendorf, Klaus Dehmel, Jörg Franke:

Scientific Approaches and Methodology to Determine the Value of Data as an Asset and Use Case in the Automotive Industry. 1-10 - Nan Su, Summer Mcguckin, Kaveh Abhari:

The Limits of Open Innovation: A Literature Review and Research Agenda. 1-10
Location Intelligence
GIS, Industry 4.0, and Sustainability
- Namchul Shin, Daniel Farkas:

Introduction to the Minitrack on GIS, Industry 4.0, and Sustainability. 1 - Philipp zur Heiden, Jennifer Priefer, Daniel Beverungen:

Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid. 1-10
Geospatial Big Data Analytics
- Joe Aversa:

Introduction to the Minitrack on Geospatial Big Data Analytics. 1-2 - Christopher Franklin, Jayashree Sreedharan:

Building GIS Platforms for Spatial Business: A Focus on the Science of Maximizing Location Intelligence Benefits Through Risk/Cost Management. 1-10 - Joe Aversa, Xuan Quach, Tony Hernández, Ravi Vatrapu:

The effect of COVID-19 on customer traffic: A case study of Food and Beverage stores in Erie County, New York. 1-8 - Nora Neuteboom, George Kapetanios, Alexia Ventouri, Feiko Ritsema:

Tracking the Impact of the Covid-19 Pandemic with the Use of High-Frequency Geo-Located Bank Transaction Data. 1-11
Location Intelligence Research in System Sciences
- James B. Pick, Avijit Sarkar:

Introduction to the Minitrack on Location Intelligence Research in System Sciences. 1-4 - Timo Stadler, Simon Hofmeister, Jan Dünnweber:

A Method for the Optimized Placement of Bus Stops Based on Voronoi Diagrams. 1-9 - Trevor J. Bihl, Aaron M. Jones, Patrick Farr, Kayla Straub, Brian Bontempo, Frank Jones:

Assessing Multi-Agent Reinforcement Learning Algorithms for Autonomous Sensor Resource Management. 1-10 - Hitoshi Shimizu, Hirohiko Suwa, Tomoharu Iwata, Akinori Fujino, Hiroshi Sawada, Keiichi Yasumoto:

Evacuation Shelter Scheduling Problem. 1-10 - Jinha Lee, Jung Im Choi, Arthur Yeh, Qizhen Lan, Hyojung Kang:

Geospatial Clustering Analysis on Drug Abuse Emergencies. 1-10 - Alan T. Murray, Richard L. Church, Amelia Pludow, Peter Stine:

Location Analytics for Transitioning to Fire Resilient Landscapes. 1-9 - Francesca Fallucchi, Romeo Giuliano, Gianluca Lini, Alessandro Vizzarri:

Location intelligence system for people estimation in indoor environment during emergency operation. 1-10 - Tim Heuwinkel, Jan-Peter Kucklick, Oliver Müller:

Using Geolocated Text to Quantify Location in Real Estate Appraisal. 1-10
Organizational Systems and Technology
AI, Organizing, and Management
- Stefan Seidel, Jeffrey V. Nickerson, Jeffrey S. Saltz, Aron Lindberg:

Introduction to the Minitrack on AI, Organizing, and Management. 1-2 - Yulia W. Sullivan, Samuel Fosso Wamba:

Artificial Intelligence, Firm Resilience to Supply Chain Disruptions, and Firm Performance. 1-10 - Christian Dietzmann, Yanqing Duan:

Artificial Intelligence for Managerial Information Processing and Decision-Making in the Era of Information Overload. 1-10 - Raphael Meyer von Wolff, Sebastian Hobert, Matthias Schumann:

Chatbot Introduction and Operation in Enterprises - A Design Science Research-based Structured Procedure Model for Chatbot Projects. 1-10 - Anna Sidorova, Kashif Saeed:

Incorporating Stakeholder enfranchisement, Risks, Gains, and AI decisions in AI Governance Framework. 1-10 - Christian Engel, Julius Schulze Buschhoff, Philipp Ebel:

Structuring the Quest for Strategic Alignment of Artificial Intelligence (AI): A Taxonomy of the Organizational Business Value of AI Use Cases. 1-10 - Qinglai He, Kevin Hong, T. S. Raghu:

The Effects of Machine-powered Platform Governance: An Empirical Study of Content Moderation. 1-10
Advances in Design Science Research
- Tuure Tuunanen, Matti Rossi, Richard L. Baskerville:

Introduction to the Minitrack on Advances in Design Science Research. 1-3 - Philipp zur Heiden, Daniel Beverungen:

A Renaissance of Context in Design Science Research. 1-10 - Veda Storey, Richard L. Baskerville:

Computational Science: A Field of Inquiry for Design Science Research. 1-10 - Ernestine Dickhaut, Andreas Janson, Jan Marco Leimeister:

Conceptualizing Design Knowledge in IS Research - A Review and Taxonomy of Design Knowledge Properties. 1-10 - Alexander Herwix, Philipp zur Heiden:

Context in Design Science Research: Taxonomy and Framework. 1-10 - Katja Thoring, Hermann W. Klöckner, Roland M. Müller:

Designing the Future With the "Delphi Design Sprint": Introducing a Novel Method for Design Science Research. 1-10 - Benedikt Betzwieser, Philipp Landler, Borys Levkovskyi, Matthias Utesch:

Exploring Design Principles and Design Features for a Business Game to Teach the Relationship Between Business Models and Business Processes. 1-10 - Richard Medina, Stephen L. Tschudi:

Hack the Experience: Scaffolding Codesign Processes for Organizational Innovation in Language Learning. 1-9 - Merlind Knof, Judith S. Heinisch, Jérôme Kirchhoff, Niyati Rawal, Klaus David, Oskar von Stryk, Ruth Maria Stock-Homburg:

Implications from Responsible Human-Robot Interaction with Anthropomorphic Service Robots for Design Science. 1-10 - Amir Haj-Bolouri, Matti Rossi:

Proposing Design Principles for Sustainable Fire Safety Training in Immersive Virtual Reality. 1-10
Advances in Distrust and Trust Research: Digital Technologies in Organizations and Beyond
- Mareike Möhlmann, Sirkka Jarvenpaa, Gene M. Alarcon, Kirsimarja Blomqvist:

Introduction to the Minitrack on Advances in Distrust and Trust Research: Digital Technologies in Organizations and Beyond. 1-4 - Liuwen Yu, Mirko Zichichi, Réka Markovich, Amro Najjar:

Enhancing Trust in Trust Services: Towards an Intelligent Human-input-based Blockchain Oracle (IHiBO). 1-10 - Simon Schafheitle, Antoinette Weibel, Alice Rickert:

Exploring the Chemistry of Datafication Control - Pathways for a Trust-Enabling Use of Smart Workplace Technology. 1-10 - Eduard Anton, Thuy Duong Oesterreich, Julian Schuir, Frank Teuteberg:

Painting A Holistic Picture of Trust in and Adoption of Conversational Agents: A Meta-Analytic Structural Equation Modeling Approach. 1-10 - Julia Theresia Zielonka:

The Impact of Trust in Technology on the Appraisal of Technostress Creators in a Work-Related Context. 1-10 - August A. Capiola, Gene M. Alarcon, Anthony Gibson, Sarah A. Jessup, Izz Aldin Hamdan:

The Same or Different? Investigating Whether Trust and Distrust Are Orthogonal Constructs or Span a Continuum. 1-10 - Maximilian Renner, Sebastian Lins, Matthias Söllner, Scott Thiebes, Ali Sunyaev:

Understanding the Necessary Conditions of Multi-Source Trust Transfer in Artificial Intelligence. 1-10
Balancing the Promises and Perils of Artificial Intelligence and Machine Learning: Disruption, Adoption, Dehumanisation, Governance, Risk and Compliance
- David Sundaram, Kevin Craig, Valeria Sadovykh:

Introduction to the Minitrack on Balancing the Promises and Perils of Artificial Intelligence and Machine Learning: Disruption, Adoption, Dehumanisation, Governance, Risk and Compliance. 1-2 - Kevin Craig, Valeria Sadovykh:

Perceived Social Media Bias, Social Identity Threat, and Conspiracy Theory Ideation During the COVID-19 Pandemic. 1-10 - Ekaterina Korneeva, Torsten-Oliver Salge:

Tracing the Legitimacy of Artificial Intelligence - A Media Analysis, 1980-2020. 1-10


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