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ORCID53rd HICSS 2020: Maui, Hawaii, USA
- 53rd Hawaii International Conference on System Sciences, HICSS 2020, Maui, Hawaii, USA, January 7-10, 2020. ScholarSpace 2020
Collaboration Systems and Technologies
AI and Cognitive Assistants in Collaboration
- Philipp Ebel, Eva A. C. Bittner, Sarah Oeste-Reiß, Matthias Söllner:
Introduction to the Minitrack on AI and Cognitive Assistants in Collaboration. 1-2 - Zayd Al-Beitawi, Mohammad Salehan, Sonya Zhang:
Cluster Analysis of Musical Attributes for Top Trending Songs. 1-7 - Ayse Dalgali, Kevin Crowston:
Factors Influencing Approval of Wikipedia Bots. 1-10 - Natalie Wellnhammer, Mateusz Dolata, Susanne Steigler, Gerhard Schwabe:
Studying with the Help of Digital Tutors: Design Aspects of Conversational Agents that Influence the Learning Process. 1-10 - Shengjia Feng, Peter Buxmann:
My Virtual Colleague: A State-of-the-Art Analysis of Conversational Agents for the Workplace. 1-10
Advances in Teaching and Learning Technologies
- Conan C. Albrecht, Olga Scrivner, Gove Allen, Chad Albrecht:
Introduction to the Minitrack on Advances in Teaching and Learning Technologies. 1 - Amir Talaei-Khoei, Jay Daniel, Mohsen Dokhanchi:
Can Facebook Improve Students' Engagement in Flipped Classes? Community of Inquiry Approach. 1-9 - Jani Holopainen, Antti Lähtevänoja, Osmo Mattila, Ilona Södervik, Essi Pöyry, Petri Parvinen:
Exploring the Learning Outcomes with Various Technologies - Proposing Design Principles for Virtual Reality Learning Environments. 1-10 - Rainer Winkler, Matthias Söllner:
Towards Empowering Educators to Create their own Smart Personal Assistants. 1-10 - Aldrich Rasco, Johnny Chan, Gabrielle Peko, David Sundaram:
FinCraft: Immersive Personalised Persuasive Serious Games for Financial Literacy Among Young Decision-Makers. 1-10 - Evren Eryilmaz, Brian Thoms, Zafor Ahmed, Avneet Sandhu:
Integrating Learning Analytics to Measure Message Quality in Large Online Conversations. 1-10 - Margit Kastner:
The Good and the Bad. An Evaluation of Project-based Learning with Peer Assessment in a Large Class Context. 1-10 - Johan Holmgren, Zahra Ghaffari, Radu-Casian Mihailescu:
An Optimization Model for Group Formation in Project-based Learning. 1-9 - Ketan Deshmukh, Vijaya Sherry Chand, Kathan Shukla, Arnab K. Laha:
Engagement Patterns of Participants in an Online Professional Development Programme: An Application of Mixture Modelling. 1-8 - Monika Hattinger, Kristina Eriksson:
Mind the Gap: A Collaborative Competence E-learning Model between University and Industry. 1-10 - Shadi Esnaashari, Lesley A. Gardner, Michael Rehm:
The Impact of Motivation and Strategy Use on Course Outcome in Digital Learning Environment - A Case Analysis of a Business School Course. 1-11 - Alena Droit, Bodo Rieger:
Learning Analytics in the Flipped Classroom - Learning Dashboards from the Students' Perspective. 1-8 - Andy Nguyen, Lesley A. Gardner, Don Sheridan:
A Design Methodology for Learning Analytics Information Systems: Informing Learning Analytics Development with Learning Design. 1-10 - Akhila Sri Manasa Venigalla, Chaitanya S. Lakkundi, Sridhar Chimalakonda:
PointerViz - Towards Visualizing Pointers for Novice Programmers. 1-9
Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations
- Celina M. Olszak, Jozef M. Zurada, Dilek Kozanoglu:
Introduction to the Minitrack on Business Intelligence and Big Data for Innovative and Sustainable Development of Organizations. 1-2 - Jan-Peter Kucklick, Michael Reiner Kamm, Johannes Schneider, Jan vom Brocke:
Extending Loyalty Programs with BI Functionalities. 1-10 - Hanieh Javadi Khasraghi, Xuan Wang, Yaojie Li:
Crowdsourcing Contests: Understanding the Effect of Environment and Organization Specific Factors on Sustained Participation. 1-10 - Christian Lennerholt, Joeri van Laere, Eva Söderström:
User Related Challenges of Self-Service Business Intelligence. 1-10 - Carl Corea, Sabine Nagel, Patrick Delfmann:
Effects of Visualization Techniques on Understanding Inconsistencies in Automated Decision-Making. 1-10 - Dilek Cetindamar, Baraah Shdifat, Shadi Erfani:
Assessing Big Data Analytics Capability and Sustainability in Supply Chains. 1-10
Collaboration for Data Science
- Lina Zhou, Souren Paul:
Introduction to the Minitrack on Collaboration for Data Science. 1 - Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader:
WeSAL: Applying Active Supervision to Find High-quality Labels at Industrial Scale. 1-10 - Christoph Tauchert, Peter Buxmann, Jannis Lambinus:
Crowdsourcing Data Science: A Qualitative Analysis of Organizations' Usage of Kaggle Competitions. 1-10 - Petra Schubert, Julian Mosen, Florian Schwade:
Metrics for Analyzing Social Documents to Understand Joint Work. 1-10 - Kevin Hickey, Lina Zhou, Jie Tao:
Dissecting Moneyball: Improving Classification Model Interpretability in Baseball Pitch Prediction. 1-10
Collaboration with Automation: Machines as Teammates
- Douglas C. Derrick, Isabella Seeber, Joel S. Elson, Lena Waizenegger:
Introduction to the Minitrack on Collaboration with Automation: Machines as Teammates. 1-2 - Rainer Winkler, Edona Elshan, Matthias Söllner, Jan Marco Leimeister:
SPAM - A Process Model for Developing Smart Personal Assistants. 1-10 - Frank Hendriks, Carol X. J. Ou, Amin Khodabandeh Amiri, Sander Bockting:
The Power of Computer-Mediated Communication Theories in Explaining the Effect of Chatbot Introduction on User Experience. 1-8 - Ryan Mullins, Adam Fouse, Gabriel Ganberg, Nathan Schurr:
Practice Makes Perfect: Lesson Learned from Five Years of Trial and Error Building Context-Aware Systems. 1-10 - Alina Gerber, Patrick Derckx, Daniel A. Döppner, Detlef Schoder:
Conceptualization of the Human-Machine Symbiosis - A Literature Review. 1-10
Creativity: Research and Practice
- Triparna de Vreede, Gert-Jan de Vreede, Isabella Seeber:
Introduction to the Minitrack on Creativity: Research and Practice. 1 - Thorben Lukas Baumgart, Michael Klesel, Frederike Marie Oschinsky, Björn Niehaves:
Creativity Loading - Please Wait! Investigating the Relationship between Interruption, Mind Wandering and Creativity. 1-10 - Noa Sher, Carmel Kent, Sheizaf Rafaeli:
Creativity Is Connecting Things: The Role of Network Topology in Fostering Collective Creativity in Multi-Participant Asynchronous Online Discussions. 1-10 - Imed Boughzala, Mahda Garmaki, Olfa Chourabi Tantan:
Understanding how Digital Intelligence Contributes to Digital Creativity and Digital Transformation: A Systematic Literature Review. 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 - Alexander Jurack:
Communication and Conflict in Sino-German Global Virtual Teams. 1-10 - Arnold Nzailu:
Cultural Influence and the Effective Use of Security Awareness in Congolese Organizations. 1-12 - Akhil Kumar, Siyuan Liu:
Analyzing Performance of a Global Help Desk Team Operation - Country Handoffs, Efficiencies and Costs. 1-10 - Carolin Fleischmann, Peter W. Cardon, Jolanta Aritz:
Smart Collaboration in Global Virtual Teams: The Influence of Culture on Technology Acceptance and Communication Effectiveness. 1-11
Design and Development of Collaboration Technologies
- Douglas C. Derrick, Ryan M. Schuetzler, G. Mark Grimes:
Introduction to the Minitrack on Design and Development of Collaboration Technologies. 1 - Aya Hussein, Sondoss Elsawah, Hussein A. Abbass:
Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models. 1-10 - Jorge D. Camba, Ferran Naya, David C. Pérez López, Manuel Contero:
From Voice to Knowledge: A Proposal for a Voice Annotation System to Support Collaborative Engineering Design Processes. 1-10 - Ryan Murphy, Jeff Parsons:
Capturing the Forest or the Trees: Designing for Granularity in Data Crowdsourcing. 1-10
Developing Visual Collaborative Tools
- Stéphanie Missonier, Hazbi Avdiji, Yves Pigneur, Robert Winter:
Introduction to the Minitrack on Developing Visual Collaborative Tools. 1-2 - Thorsten Schoormann, Julien Hofer, Ralf Knackstedt:
Software Tools for Supporting Reflection in Design Thinking Projects. 1-10 - Katja Thoring, Roland M. Müller, Petra Badke-Schaub:
Assessing and Changing an Organization's Innovation Culture with the Workspace Catalyst Canvas. 1-10 - Babett Kühne, Tilo Böhmann:
Formative Evaluation of Data-Driven Business Models - The Data Insight Generator. 1-10
Distributed Collaboration in Organizations and Networks
- Derrick L. Cogburn, J. Alberto Espinosa, Alecia M. Santuzzi:
Introduction to the Minitrack on Distributed Collaboration in Organizations and Networks. 1-3 - Rebecca Downes:
The Proximity Paradox: How Distributed Work Affects Relationships and Control. 1-11 - Clara Nitschke, Helena Vallo Hult, Fernanda Bigolin:
Shared Workspaces of the Digital Workplace: From Design for Coordination to Coordination for Flexible Design. 1-10 - Sabine Nagel, Florian Schwade:
Analysis of Task Management in Virtual Academic Teams. 1-10 - Gianluca Zanella, Charles Z. Liu:
A Social Network Perspective on the Success of Open Source Software: The Case of R Packages. 1-10 - Mia Leppälä, J. Alberto Espinosa:
Identifying Knowledge Brokers in Enterprise Social Media. 1-10 - Priscilla Jiménez-Pazmino, Trenton Ford, Ronald A. Metoyer, Nitesh V. Chawla:
Identifying Bridge Users: the Knowledge Transfer Agents in Enterprise Collaboration Systems. 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 - Irawan Nurhas, Stefan Geisler, Arto Ojala, Jan M. Pawlowski:
Towards a Wellbeing-driven System Design for Intergenerational Collaborative Innovation: A Literature Review. 1-10 - Stephen McCarthy, Paidi O'Raghallaigh, Ciara Fitzgerald, Frédéric Adam:
Building Bridges, Burning Bridges: The Use of Boundary Objects in Agile Distributed ISD Teams. 1-10 - Sheila O'Riordan, Joseph Feller, Gaye Kiely, Bill Emerson:
Theorizing Hybrid Models of Peer Production: A Case Study of an Open Collaborative Journalism Platform. 1-10
Human-Robot Interactions
- Sangseok You, Lionel Robert:
Introduction to the Minitrack on Human-Robot Interactions. 1 - Krystel Libert, Elaine Mosconi, Nathalie Cadieux:
Human-Machine Interaction and Human Resource Management Perspective for Collaborative Robotics Implementation and Adoption. 1-10 - Joel S. Elson, Douglas C. Derrick, Ginamarie Ligon:
Trusting a Humanoid Robot : Exploring Personality and Trusting Effects in a Human-Robot Partnership. 1-10 - Sarah A. Jessup, Anthony Gibson, August A. Capiola, Gene M. Alarcon, Morgan Borders:
Investigating the Effect of Trust Manipulations on Affect over Time in Human-Human versus Human-Robot Interactions. 1-10 - Hermann Baumgartl, Ricardo Buettner:
Development of a Highly Precise Place Recognition Module for Effective Human-robot Interactions in Changing Lighting and Viewpoint Conditions. 1-10
IT Enabled Collaboration for Development
- Xusen Cheng, Xiangbin Yan, Deepinder S. Bajwa:
Introduction to the Minitrack on IT Enabled Collaboration for Development. 1-2 - Xiangsong Meng, Xusen Cheng, Shixuan Fu, Jianshan Sun:
Exploring Trust in Online Ride-sharing Platform in China: A Perspective of Time and Location. 1-7 - Wenjing Chen, Bo Yang, Pengfei Xie, Huayang She, Kanliang Wang:
An Investigation on the Factors Influencing the Dissemination of WeChat Push Based on HSM and the Prediction of its Content Hotspot. 1-10 - (Withdrawn) How Do E-commerce Capabilities Influence Agricultural Firm Performance Gains? Theory and Empirical Evidence. 1-10
- Hongying Tan, Mengling Yan:
Collaborative Diabetes Management in China: A Digital Empowerment Perspective. 1-10
Information and Communication Technologies for Crisis and Emergency Management
- Murray Turoff, Julie Dugdale, Elsa Negre:
Introduction to the Minitrack on Information and Communication Technologies for Crisis and Emergency Management. 1-3 - Matthew Johnson, Dhiraj Murthy, Brett W. Robertson, Roth Smith, Keri K. Stephens:
DisasterNet: Evaluating the Performance of Transfer Learning to Classify Hurricane-Related Images Posted on Twitter. 1-8 - Kenny Meesters, Yan Wang:
Information Management in Large-scale Disaster Exercises: An Integrated Perspective. 1-10 - Chan Wang, Yushim Kim, Seong Soo Oh:
Epidemic Response Coordination Networks in "Living Documents". 1-10 - Kristine Steen-Tveit, Jaziar Radianti, Bjørn Erik Munkvold:
Using Audio-Logs for Analyzing the Development of a Common Operational Picture in Multi-agency Emergency Response. 1-10 - Carsten Siemon, David Rückel, Barbara Krumay:
Blockchain Technology for Emergency Response. 1-10
Social Media and e-Business Transformation
- Christy M. K. Cheung, Christian Wagner, Matthew K. O. Lee:
Introduction to the Minitrack on Social Media and e-Business Transformation. 1 - Marc Riar, Benedikt Morschheuser, Juho Hamari, Rüdiger Zarnekow:
How Game Features Give Rise to Altruism and Collective Action? Implications for Cultivating Cooperation by Gamification. 1-10 - Patrick Cheong-Iao Pang, Libo Liu:
Why Do Consumers Review Doctors Online? Topic Modeling Analysis of Positive and Negative Reviews on an Online Health Community in China. 1-10 - Chenglong Li
, Hongxiu Li, Reima Suomi:
Antecedents and Consequences of Perceived Usefulness of Smoking Cessation Online Health Communities. 1-10 - Stephen Choi, One-Ki Daniel Lee, Woojong Suh:
An Explorative Study of Creative Idea Generation Using Mobile Collaboration Platform. 1-10
Social and Psychological Perspectives in Collaboration Research
- Triparna de Vreede, Gert-Jan de Vreede, Paul E. Spector:
Introduction to the Minitrack on Social and Psychological Perspectives in Collaboration Research. 1 - Eric Curley, Greta L. Polites:
The Optimal Experience: Social Identity and IT Identity as Antecedents of Group Flow in Social Media Use. 1-10 - Zhaleh Semnani-Azad, Wendi L. Adair, Katia P. Sycara, Michael Lewis:
Influence of Culture on Reactions to Negotiation Deadline. 1-9 - Triparna de Vreede, Logan M. Steele, Gert-Jan de Vreede, Robert O. Briggs:
LeadLets: Towards a Pattern Language for Leadership Development of Human and AI Agents. 1-11
Technology Mediated Collaborations for the Professional Service Sector
- Nilmini Wickramasinghe, Souren Paul:
Introduction to the Minitrack on Technology Mediated Collaborations for the Professional Service Sector. 1 - Nilmini Wickramasinghe, Jianqiu Kou:
Critical Considerations for a Closed-loop Medication Administration System. 1-6
Text Analytics
- Normand Peladeau, Michael J. Hine, Victoria Y. Yoon, Derrick L. Cogburn:
Introduction to the Minitrack on Text Analytics. 1-3 - Frederic Lestina:
Trends in U.S. Foreign Policy Prioritizations, 2000 - 2019. 1-7 - Andreas Kaufmann, Ann Barcomb, Dirk Riehle:
Supporting Interview Analysis with Autocoding. 1-10 - Christoph Tauchert, Marco Bender, Neda Mesbah, Peter Buxmann:
Towards an Integrative Approach for Automated Literature Reviews Using Machine Learning. 1-10 - Derrick L. Cogburn, Keiko Shikako-Thomas, Jonathan Lai:
Using Computational Text Mining to Understand Public Priorities for Disability Policy Towards Children in Canadian National Consultations. 1-10 - Eric Kerstens:
Non-Exhaustive, Overlapping k-medoids for Document Clustering. 1-10 - Mohammad Salehan, Dan J. Kim:
An Investigation of Predictors of Information Diffusion in Social Media: Evidence from Sentiment Mining of Twitter Messages. 1-10
The Sharing Economy
- Bo Sophia Xiao, Eric Tze Kuan Lim, Chee-Wee Tan:
Introduction to the Minitrack on The Sharing Economy. 1-2 - Sebastian Hermes, Manuel Mayer, Andreas Hein, Markus Böhm, Helmut Krcmar:
User Roles on Peer-to-Peer Sharing Platforms: A Critical Review of the Literature and Recommended Remedies. 1-10 - John Zhang, Daoqin Tong, Wencong Cui:
Consumer Behavior Choice in the Era of Shared Mobility: The Role of Proximity, Competition, and Quality. 1-8 - Jiang Hu, Wei He, Fred D. Davis:
When Hosts Disclose Their Private Information on Accommodation Sharing Platforms: An Information Commercialization Perspective. 1-9 - Olga Abramova:
Does a Smile Open All Doors? Understanding the Impact of Appearance Disclosure on Accommodation Sharing Platforms. 1-10 - Ying Liu, Yongmei Liu, Bo Sophia Xiao:
Modelling Work Effort of Workers in the Crowdsourcing Intermediary Market. 1-10 - Lin Li, Kyung Young Lee, Sung-Byung Yang, Luke Younghoon Chang:
Linking Privacy Concerns for Traceable Information and Information Privacy Protective Responses on Electric Scooter Sharing Platforms. 1-7 - Xue Ning, Jiban Khuntia, Abhishek Kathuria, Prasanna P. Karhade:
Information Technology Investment, Environmental Hostility, and Firm Performance: The Roles of Family Ownership in an Emerging Economy. 1-9 - Shaoxiong Fu, Yuting Jiang, Zhao Cai, Fei Liu, Eric T. K. Lim, Chee-Wee Tan:
Tell Me What You Want: Exploring the Impact of Offering Option Repertoires on Service Performance in Gig Economy. 1-10
Decision Analytics and Service Science
Accountability and Evaluation of AI Algorithms
- Radmila Juric, Robert Steele:
Introduction to the Minitrack on Accountability and Evaluation of AI Algorithms. 1 - Filippo Sanfilippo, Tuan Minh Hua, Steven Bos:
A Comparison Between a Two-Feedback Control Loop and a Reinforcement Learning Algorithm for Compliant Low-Cost Series Elastic Actuators. 1-10 - Radmila Juric, Natallia Danilchanka, Mehdi Gebreil Mousavi:
Reliability of Training Data Sets for ML Classifiers: A Lesson Learned from Mechanical Engineering. 1-10
Analytics and Decision Support for Green IS and Sustainability Applications
- Omar F. El-Gayar, PingSun Leung, Arno Scharl:
Introduction to the Minitrack on Analytics and Decision Support for Green IS and Sustainability Applications. 1 - Helge Schmermbeck, Joke Thünnesen, Natalie Voss, Frederik Ahlemann:
Green IS Does Not Just Save Energy - Insights from a Survey on Organizations' Uses of Sustainable Technologies. 1-10 - Alexander Bätz, Henner Gimpel, Sebastian Heger, Moritz Wöhl:
Driving Sustainably - The Influence of IoT-based Eco-Feedback on Driving Behavior. 1-10 - Agustín García Pereira, Adegboyega Ojo, Edward Curry, Lukasz Porwol:
Data Acquisition and Processing for GeoAI Models to Support Sustainable Agricultural Practices. 1-10 - Tianzhixi Yin, Xiaoqin Zang, Zhangshuan Hou, Paul T. Jacobson, Robert T. Mueller, Zhiqun Daniel Deng:
Bridging the Gap between Laboratory and Field Experiments in American Eel Detection Using Transfer Learning and Convolutional Neural Network. 1-8
Big Data and Analytics: Pathways to Maturity
- Frank Armour, Stephen H. Kaisler, J. Alberto Espinosa:
Introduction to the Minitrack on Big Data and Analytics: Pathways to Maturity. 1-3 - Trevor J. Bihl, Joe Schoenbeck, Daniel Steeneck, Jeremy Jordan:
Easy and Efficient Hyperparameter Optimization to Address Some Artificial Intelligence "ilities". 1-10 - Ines Brusch:
Understanding Customer Preferences Using Image Classification - A Case Study. 1-11 - Daniel R. Dolk, Donald J. Kridel, Jacob Dineen, David G. Castillo:
Model Interpretation and Explainability towards Creating Transparency in Prediction Models. 1-10 - Dominik Martin, Philipp Spitzer, Niklas Kühl:
A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs. 1-10 - Mikhail Tsoy, D. Sandy Staples:
Exploring Critical Success Factors in Agile Analytics Projects. 1-10
Business Intelligence, Analytics and Cognitive Technologies for Industry - Specific Applications
- James C. Spohrer, Sergey Belov, Maarit Palo:
Introduction to the Minitrack on Business Intelligence, Analytics and Cognitive Technologies for Industry - Specific Applications. 1 - Jannis Walk, Niklas Kühl, Jonathan Schäfer:
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry. 1-10 - Micol Spitale, Fabio Catania, Pietro Crovari, Franca Garzotto:
Multicriteria Decision Analysis and Conversational Agents for Children with Autism. 1-10
Data, Text, and Web Mining for Business Analytics
- Dursun Delen, Behrooz Davazdahemami, Hamed Majidi Zolbanin:
Introduction to the Minitrack on Data, Text, and Web Mining for Business Analytics. 1 - David Goldberg, Nohel Zaman:
Topic Modeling and Transfer Learning for Automated Surveillance of Injury Reports in Consumer Product Reviews. 1-10 - Yang Gu, Gondy Leroy:
Use of Conventional Machine Learning to Optimize Deep Learning Hyper-parameters for NLP Labeling Tasks. 1-10 - Cornelia Kiefer, Peter Reimann, Bernhard Mitschang:
Prevent Low-Quality Analytics by Automatic Selection of the Best-Fitting Training Data. 1-10 - Donghui Shi, Jian Guan, Jozef M. Zurada, Alan S. Levitan:
Improving Prediction Models for Mass Assessment: A Data Stream Approach. 1-10 - Mevludin Memedi, Somayeh Aghanavesi:
A Partial Least-Squares Regression Model to Measure Parkinson's Disease Motor States Using Smartphone Data. 1-7 - Felix Kruse, Ahmad Pajam Hassan, Jan-Philipp Awick, Jorge Marx Gómez:
A Qualitative Literature Review on Linkage Techniques for Data Integration. 1-11
Decision Support for Smart Cities
- Jianshan Sun, Jian Ma, Wei Xu:
Introduction to the Minitrack on Decision Support for Smart Cities. 1 - Arshad Shakil, Radmila Juric:
Semantic Management of Urban Traffic Congestion. 1-10