Cooperative Information Systems 30th International Conference, CoopIS 2024, Porto, Portugal, November 19–21, 2024, Proceedings /
This book constitutes the refereed proceedings of the 30th International Conference on Cooperative Information Systems, CoopIS 2024, held in Porto, Portugal, during November 19-21, 2024. The 16 full papers, 11 short papers and 2 invited papers were carefully reviewed and selected from 78 submissions...
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| その他の著者: | , , , |
| フォーマット: | 電子媒体 eBook |
| 言語: | 英語 |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| 版: | 1st ed. 2025. |
| シリーズ: | Lecture Notes in Computer Science,
15506 |
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| オンライン･アクセス: | https://doi.org/10.1007/978-3-031-81375-7 |
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| 245 | 1 | 0 | |a Cooperative Information Systems |h [electronic resource] : |b 30th International Conference, CoopIS 2024, Porto, Portugal, November 19–21, 2024, Proceedings / |c edited by Marco Comuzzi, Daniela Grigori, Mohamed Sellami, Zhangbing Zhou. |
| 250 | |a 1st ed. 2025. | ||
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| 505 | 0 | |a -- Invited Speakers. -- Business Models, Business Processes and Information Systems: A Dynamic Network View. -- Machine Learning and Generative AI in BPM: Recent Developments and Emerging Challenges. -- Processes and Human-in-the-loop. -- Using Eye-Tracking to Detect Search and Inference During Process Model Comprehension. -- Conversationally Actionable Process Model Creation. -- Event Log Extraction for Process Mining Using Large Language Models. -- Process Analytics and Technology. -- All Optimal k-Bounded Alignments Using the FM-Index. -- Unsupervised Anomaly Detection of Prefixes in Event Streams Using Online Autoencoders. -- Autoencoder-Based Detection of Delays, Handovers and Workloads over High-Level Events. -- Process Improvement. -- SwiftMend: An Approach to Detect and Repair Activity Label Quality Issues in Process Event Streams. -- Towards Fairness-Aware Predictive Process Monitoring: Evaluating Bias Mitigation Techniques. -- Knowledge Graphs and Knowledge Engineering. -- A User-Driven Hybrid Neuro-Symbolic Approach for Knowledge Graph Creation from Relational Data. -- Assisted Data Annotation for Business Process Information Extraction from Textual Documents. -- FleX: Interpreting Graph Neural Networks with Subgraph Extraction and Flexible Objective Estimation. -- Predictive Process Monitoring. -- Handling Catastrophic Forgetting: Online Continual Learning for next Activity Prediction. -- A Decomposed Hybrid Approach to Business Process Modeling with LLMs. -- Services and Cloud. -- Self-Organising Approach to Anomaly Mitigation in the Cloud-to-Edge Continuum. -- TALOS: Task Level Autoscaler for Apache Flink. -- Automating Pathway Extraction from Clinical Guidelines: A Conceptual Model, Datasets and Initial Experiments. -- Short Papers. -- IML4DQ: Interactive Machine Learning for Data Quality with Applications in Credit Risk. -- Optimizing B-trees for Memory-Constrained Flash Embedded Devices. -- Predictive Process Approach for Email Response Recommendations. -- Achieving Fairness in Predictive Process Analytics via Adversarial Learning. -- Enhancing Temporal Knowledge Graph Reasoning with Contrastive Learning and Self-Attention Mechanisms. -- Graph Convolution Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs. -- Collaboration Miner: Discovering Collaboration Petri Nets. -- Discovering Order-Inducing Features in Event Knowledge Graphs. -- LabelIT: A Multi-Cloud Resource Label Unification Tool. -- Nala2BPMN: Automating BPMN Model Generation with Large Language Models. -- TeaPie: A Tool for Efficient Annotation of Process Information Extraction Data. | |
| 520 | |a This book constitutes the refereed proceedings of the 30th International Conference on Cooperative Information Systems, CoopIS 2024, held in Porto, Portugal, during November 19-21, 2024. The 16 full papers, 11 short papers and 2 invited papers were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: processes and human-in-the-loop; process analytics and technology; process improvement; knowledge graphs and knowledge engineering; predictive process monitoring; services and cloud; and short papers. . | ||
| 650 | 0 | |a Application software. | |
| 650 | 0 | |a Data structures (Computer science). | |
| 650 | 0 | |a Information theory. | |
| 650 | 0 | |a Software engineering. | |
| 650 | 0 | |a Computers. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 1 | 4 | |a Computer and Information Systems Applications. |
| 650 | 2 | 4 | |a Data Structures and Information Theory. |
| 650 | 2 | 4 | |a Software Engineering. |
| 650 | 2 | 4 | |a Computing Milieux. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 700 | 1 | |a Comuzzi, Marco. |e editor. |0 (orcid)0000-0002-6944-4705 |1 https://orcid.org/0000-0002-6944-4705 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Grigori, Daniela. |e editor. |0 (orcid)0000-0003-1741-8676 |1 https://orcid.org/0000-0003-1741-8676 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Sellami, Mohamed. |e editor. |0 (orcid)0000-0002-7547-1857 |1 https://orcid.org/0000-0002-7547-1857 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Zhou, Zhangbing. |e editor. |0 (orcid)0000-0002-3195-2253 |1 https://orcid.org/0000-0002-3195-2253 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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