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ORCID34th 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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