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34th CAiSE 2022: Leuven, Belgium
- Xavier Franch
, Geert Poels
, Frederik Gailly
, Monique Snoeck
:
Advanced Information Systems Engineering - 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6-10, 2022, Proceedings. Lecture Notes in Computer Science 13295, Springer 2022, ISBN 978-3-031-07471-4
Process Mining
- Beate Scheibel
, Stefanie Rinderle-Ma
:
Decision Mining with Time Series Data Based on Automatic Feature Generation. 3-18 - Yannik Gerlach, Alexander Seeliger
, Timo Nolle
, Max Mühlhäuser
:
Inferring a Multi-perspective Likelihood Graph from Black-Box Next Event Predictors. 19-35 - Artem Polyvyanyy
, Alistair Moffat
, Luciano García-Bañuelos
:
Bootstrapping Generalization of Process Models Discovered from Event Data. 36-54 - Manuel Camargo
, Marlon Dumas
, Oscar González Rojas
:
Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning. 55-71 - Dina Bayomie
, Kate Revoredo
, Jan Mendling
:
Multi-perspective Process Analysis: Mining the Association Between Control Flow and Data Objects. 72-89
Sustainable and Explainable Applications
- Monica Vitali
:
Towards Greener Applications: Enabling Sustainable-aware Cloud Native Applications Design. 93-108 - Philipp Fukas
, Jonas Rebstadt
, Lukas Menzel, Oliver Thomas:
Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance. 109-126
Tools and Methods to Support Research and Design
- Maisie Badami, Boualem Benatallah
, Marcos Báez:
Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation. 129-146 - Francisco Javier Melchor González
, Roberto Rodríguez-Echeverría
, José María Conejero
, Alvaro E. Prieto
, Juan D. Gutiérrez
:
A Model-Driven Approach for Systematic Reproducibility and Replicability of Data Science Projects. 147-163 - Anouck Chan
, Anthony Fernandes Pires
, Thomas Polacsek
, Stéphanie Roussel
:
The Aircraft and Its Manufacturing System: From Early Requirements to Global Design. 164-179
Process Modeling
- Sander J. J. Leemans
, Niek Tax
:
Causal Reasoning over Control-Flow Decisions in Process Models. 183-200 - Jing Yang
, Chun Ouyang
, Güvenç Dik
, Paul Corry
, Arthur H. M. ter Hofstede
:
Crop Harvest Forecast via Agronomy-Informed Process Modelling and Predictive Monitoring. 201-217 - Zeynep Ozturk Yurt
, Rik Eshuis
, Anna Wilbik
, Irene T. P. Vanderfeesten
:
Guiding Knowledge Workers Under Dynamic Contexts. 218-234
Natural Language Processing Techniques in IS Engineering
- Sara Bouguelia
, Hayet Brabra
, Boualem Benatallah
, Marcos Báez
, Shayan Zamanirad
, Hamamache Kheddouci
:
Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations. 237-252 - Jorge Ramírez
, Marcos Báez
, Auday Berro
, Boualem Benatallah
, Fabio Casati
:
Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows. 253-269 - Yawei Zhao
, Xiang Li
:
A Subject-aware Attention Hierarchical Tagger for Joint Entity and Relation Extraction. 270-284
Process Monitoring and Simulation
- Claudia Fracca, Massimiliano de Leoni, Fabio Asnicar, Alessandro Turco:
Estimating Activity Start Timestamps in the Presence of Waiting Times via Process Simulation. 287-303 - Alfonso E. Márquez Chamorro
, Isabel A. Nepomuceno-Chamorro
, Manuel Resinas
, Antonio Ruiz-Cortés
:
Updating Prediction Models for Predictive Process Monitoring. 304-318 - Anti Alman
, Fabrizio Maria Maggi
, Marco Montali
, Fabio Patrizi
, Andrey Rivkin
:
Multi-model Monitoring Framework for Hybrid Process Specifications. 319-335
Graph and Network Models
- Leen Jooken
, Mieke Jans
, Benoît Depaire
:
Mining Valuable Collaborations from Event Data Using the Recency-Frequency-Monetary Principle. 339-354 - Landy Andriamampianina
, Franck Ravat
, Jiefu Song
, Nathalie Vallès-Parlangeau
:
Querying Temporal Property Graphs. 355-370 - Yawei Zhao, Huafeng Yan, Xueying Zhao:
A Supervised Learning Community Detection Method Based on Attachment Graph Model. 371-386
Model Analysis and Comprehension
- Paolo Felli
, Marco Montali
, Sarah Winkler
:
Soundness of Data-Aware Processes with Arithmetic Conditions. 389-406 - Banu Aysolmaz
, Farida Nur Cayhani, Hajo A. Reijers
:
Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See. 407-422 - Adina Aldea
, Simon Hacks
:
Analyzing Enterprise Architecture Models by Means of the Meta Attack Language. 423-439
Recommender Systems
- Mounir M. Bendouch, Flavius Frasincar
, Tarmo Robal
:
Enhancing Semantics-Driven Recommender Systems with Visual Features. 443-459 - Raul Medeiros
, Oscar Díaz
:
Assisting Mentors in Selecting Newcomers' Next Task in Software Product Lines: A Recommender System Approach. 460-476
Conceptual Models, Metamodels and Taxonomies
- Dominik Bork
, Konstantinos Anagnostou, Manuel Wimmer
:
Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF. 479-497
Services Engineering and Digitalization
- Huong Nguyen
, Tri Nguyen
, Teemu Leppänen
, Juha Partala
, Susanna Pirttikangas
:
Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation. 501-516 - Haomai Shi
, Hanchuan Xu
, Xiaofei Xu
, Zhongjie Wang
:
How Big Service and Internet of Services Drive Business Innovation and Transformation. 517-532 - Franziska S. Hollauf
, Marco Franceschetti
, Johann Eder
:
Time-Cost Tradeoffs for Composed Services. 533-548

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