LEADER 05742nam 22007575 450 001 996647867703316 005 20250213115240.0 010 $a9783031813757 010 $a3031813758 024 7 $a10.1007/978-3-031-81375-7 035 $a(MiAaPQ)EBC31908876 035 $a(Au-PeEL)EBL31908876 035 $a(CKB)37527882500041 035 $a(OCoLC)1500761412 035 $a(DE-He213)978-3-031-81375-7 035 $a(EXLCZ)9937527882500041 100 $a20250213d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCooperative Information Systems $e30th International Conference, CoopIS 2024, Porto, Portugal, November 19?21, 2024, Proceedings /$fedited by Marco Comuzzi, Daniela Grigori, Mohamed Sellami, Zhangbing Zhou 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (652 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15506 311 08$a9783031813740 311 08$a303181374X 327 $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. 330 $aThis book constitutes the refereed proceedings of the 30th International Conference on Cooperative Information Systems, CoopIS 2024, held in Porto, Portugal, during November 19-21, 2024. The 16 full papers, 11 short papers and 2 invited papers were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: processes and human-in-the-loop; process analytics and technology; process improvement; knowledge graphs and knowledge engineering; predictive process monitoring; services and cloud; and short papers. . 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15506 606 $aApplication software 606 $aData structures (Computer science) 606 $aInformation theory 606 $aSoftware engineering 606 $aComputers 606 $aArtificial intelligence 606 $aComputer and Information Systems Applications 606 $aData Structures and Information Theory 606 $aSoftware Engineering 606 $aComputing Milieux 606 $aArtificial Intelligence 615 0$aApplication software. 615 0$aData structures (Computer science) 615 0$aInformation theory. 615 0$aSoftware engineering. 615 0$aComputers. 615 0$aArtificial intelligence. 615 14$aComputer and Information Systems Applications. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering. 615 24$aComputing Milieux. 615 24$aArtificial Intelligence. 676 $a004.36 700 $aComuzzi$b Marco$01785698 701 $aGrigori$b Daniela$01785699 701 $aSellami$b Mohamed$01785700 701 $aZhou$b Zhangbing$01785701 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996647867703316 996 $aCooperative Information Systems$94317191 997 $aUNISA