E-Book, Englisch, Band 13295, 562 Seiten, eBook
Franch / Poels / Gailly Advanced Information Systems Engineering
1. Auflage 2022
ISBN: 978-3-031-07472-1
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings
E-Book, Englisch, Band 13295, 562 Seiten, eBook
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-031-07472-1
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
This book constitutes the refereed proceedings of the 34th International Conference on Advanced Information Systems Engineering, CAiSE 2022, which was held in Leuven, Belgium, during June 6-10, 2022.
The 31 full papers included in these proceedings were selected from 203 submissions. They were organized in topical sections as follows: Process mining; sustainable and explainable applications; tools and methods to support research and design; process modeling; natural language processing techniques in IS engineering; process monitoring and simulation; graph and network models; model analysis and comprehension; recommender systems; conceptual models, metamodels and taxonomies; and services engineering and digitalization.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Process mining.-
Decision Mining with Time Series Data Based on Automatic Feature Generation.- Inferring A Multi-Perspective Likelihood Graph from Black-Box Next Event Predictors.- Bootstrapping Generalization of Process Models Discovered From Event Data.- Learning Accurate Business Process SimulationModels from Event Logs via Automated Process Discovery and Deep Learning.- Multi-perspective Process Analysis: Mining the Association between Control Flow and Data Objects.-
Sustainable and explainable applications.-
Towards Greener Applications: Enabling Sustainable-aware Cloud Native Applications Design.- Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance.-
Tools and methods to support research and design.-
Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.- A model-driven approach for systematic reproducibility and replicability of data science projects.- The Aircraft and its Manufacturing System: From Early Requirements to Global Design.-
Process modeling
.- Causal Reasoning over Decisions in Process Models.- Crop Harvest Forecast via Agronomy-informed Process Modelling and Predictive Monitoring.- Guiding Knowledge Workers under Dynamic Contexts.-
Natural language processing techniques in IS engineering.-
Context Knowledge-aware Recognition of Composite Intents in Task-oriented Human-Bot Conversations.- Crowdsourcing syntactically diverse paraphrases with diversity-aware prompts and workflows.- A Subject-aware Attention Hierarchical Tagger for Joint Entity and Relation Extraction.-
Process monitoring and simulation
.- Estimating Activity Start Timestamps in the presence of Waiting Times via Process Simulation.- Updating prediction models for predictive process monitoring.- Multi-Model Monitoring Framework for Hybrid Process Specifications.-
Graph and network models.-
Mining valuable collaborations from event data using the Recency-Frequency-Monetary principle.- Querying temporal property graphs.- A Supervised Learning Community Detection Method Based on Attachment Graph Model.-
Model analysis and comprehension.-
Soundness of data-aware processes with arithmetic conditions.- Narration as a Technique to Improve Process Model Comprehension: Tell Me What I Cannot See.- Analyzing Enterprise Architecture Models by Means of the Meta Attack Language.-
Recommender systems.-
Enhancing Semantics-Driven Recommender Systems with Visual Features.- Assisting Mentors in Selecting Newcomers’ Next Task in Software Product Lines: A Recommender System Approach.-
Conceptual models, metamodels and taxonomies
.- Towards Interoperable Metamodeling Platforms: The Case of Bridging ADOxx and EMF.- Services engineering and digitalization
Situation Awareness for Autonomous Vehicles Using Blockchain-based Service Cooperation.- How Big Service and Internet of Services Drive Business Innovation and Transformation.- Time-Cost Tradeoffs for Composed Services.
