Process mining workshops: ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers
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| Format: | Tagungsbericht Buch |
| Sprache: | English |
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Cham
Springer
[2024]
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| Schriftenreihe: | Lecture notes in business information processing
503 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxiv, 514 Seiten Illustrationen |
| ISBN: | 9783031561061 |
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Datensatz im Suchindex
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V rfh International Workshop on Event Data and Behavioral S^(’:dbA2 l23) Analysing the Foraging Behaviour of Bees Using Process Mining: A Case Study . Zahra Ahmadi, Yannis Bertrand, Maria Isabel Pozo Romero, and Estefania Serrai Tiramisù: A Recipe for Visual Sensemaking of Multi-faceted Process Information. Anti Alman, Alessio Arleo, Iris Beerepoot, Andrea Burattin, Claudio Di Ciccio, and Manuel Resinas 19 NICE: The Native IoT-Centric Event Log Model for Process Mining. Yannis Bertrand, Silvestro Veneruso, Francesco Leotta, Massimo Mecella, and Estefania Serrai 32 CaseID Detection for Process Mining: A Heuristic-Based Methodology . Roberta DeFazio, Antonio Balzanella, Stefano Marrone, Fiammetta Marulli, Laura Verde, Vincenzo Reccia, and Paolo Valletta 45 Parallelism-Based Session Creation to Identify High-Level Activities in Event Log Abstraction . Onur Dogan and Massimiliano de Leoni 58 From OCEL to DOCEL - Datasets and Automated Transformation . Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, and Han van der Aa 70 Event Knowledge Graphs for Auditing: A Case Study . Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, and Dirk Fahland
84 Turning Logs into Lumber: Preprocessing Tasks in Process Mining . Ying Liu, Vinicius Stein Dani, Iris Beerepoot, and Xixi Lu 98 Improving Precision in Process Trees Using Subprocess Tree Logs . Christian Rennert and Wil Μ. P. van der Aalst 110
xxii Contents Generating Process Anomalies with Markov Chains: A Pattern-Driven Approach . Jochem Veldman, Xixi Lu, Wouter van der Waal, Marcus Dees, and Inge van de Weerd 123 4th International Workshop on Leveraging Machine Learning for Process Mining (ML4PM 2023) Sparse Mixtures of Shallow Linear Experts for Interpretable and Fast Outcome Prediction. Francesco Folino, Luigi Pontieri, and Pietro Sabatino 141 Understanding the Impact of Design Choices on the Performance of Predictive Process Monitoring . Sungkyu Kim, Marco Comuzzi, and Chiara Di Francescomarino 153 Discovering Process-Based Drivers for Case-Level Outcome Explanation. Peng Li, Hantian Zhang, Xu Chu, Alexander Seeliger, and Cong Yu Detecting Anomalous Events in Object-Centric Business Processes via Graph Neural Networks . Alessandro Niro and Michael Werner Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring . Mozhgan Vazifehdoostirani, Mohsen Abbaspour Onari, Isel Grau, Laura Genga, and Remco Dijkman 165 179 191 6th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H
2023) Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders - A Case Study . Ruben Claus, Niels Martin, Esther R. C. Janssen, Gert Janssenswillen, Tim A. E. J. Boymans, and Rob J. B. Vanwersch Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study . Gemma Di Federico, Carlos Ferndndez-Llatas, Zahra Ahmadi, Mohsen Shirali, and Andrea Burattin Investigating an Ontology-Informed Approach to Event Log Generation in Healthcare . Owen P. Dwyer, Lara Chammas, Emanuel Sallinger, and Jim Davies 211 223 235
I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains . Carlos Fernandez-datas and Andrea Burattin 247 Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care . Joscha Griiger and Ralph Bergmann 259 Hypergraphs for Frailty Analysis Research Paper . Zoe Hancox, Samuel D. Relton, Andrew Clegg, Philip G. Conaghan, and Dan Schofield 271 Ontology-Based Multi-perspective Process Mining in Laboratories: A Case Study . Elisabeth Mayrhuber, Emmanuel Helm, and Lisa Ehrlinger 283 Clinical Event Knowledge Graphs: Enriching Healthcare Event Data with Entities and Clinical Concepts - Research Paper . Milad Naeimaei Aali, Felix Mannhardt, and Pieter Jelle Toussaint 296 Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: A Case Study on Rectal Cancer Mariachiara Savino, Carlos Fernandez-Llatas, Roberto Gatta, Giuditta Chiloiro, Silvia Di Franco, Gema Ibanez-Sanchez, Zoe Valero-Ramon, Maria Antonietta Gambacorta, Vincenzo Valentini, and Andrea Damiani 309 2nd International Workshop Education Meets Process Mining (EduPM 2023) Exploring Gamification in Process Mining Education: Towards a Playful and Engaging Approach
. Landelin Delcoucq Process Mining Techniques for Collusion Detection in Online Exams . Andrea Maldonado, Ludwig Zellner, Sven Strickroth, and Thomas Seidl Evidence-Based Student Career and Performance Analysis with Process Mining: A Case Study Domenico Potena, Laura Genga, Annalisa Basta, Chiara Mercati, and Claudia Diamantini Extracting Rules from Event Data for Study Planning. Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, and Wil Μ. P. van der Aalst 325 336 349 361
8th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023) LLMs and Process Mining: Challenges in RPA: Task Grouping, Labelling and Connector Recommendation . Mohammadreza Fani Sani, Michal Sroka, and Andrea Burattin Checking Constraints for Object-Centric Process Executions. Tian Li, Gyunam Park, and Wil Μ. P van der Aalst Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study. Gyunam Park,Sevde Aydin, Cüneyt Ugur, and Wil Μ. P. van der Aalst Grouping Local Process Models . Viki Peeva and Wil Μ. P. van der Aalst Implementing Object-Centric Event Data Models in Event Knowledge Graphs. Ava Swevels, Dirk Fahland, and Marco Montali 379 392 406 419 431 2nd International Workshop on Collaboration Mining for Distributed Systems (COMINDS 2023) Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines. Janik-Vasily Benzin and Stefanie Rinderle-Ma 449 From Identities to Quantities: Introducing Items and Decoupling Points to Object-Centric Process
Mining. Nina Graves, Istvdn Koren, Majid Rafiei,andWil Μ. P. van der Aalst 462 Mapping Artifact-Driven Monitoring Results Back to BPMN Process Diagrams. Giovanni Meroni and Szabolcs Garda 475 An Approach for Discovering Inter-organizational Collaborative Business Processes in BPMN 2.0 . Leonel Pena, Daniela Andrade, Andrea Delgado, and Daniel Calegari 487 Breaking Down Barriers with Knowledge Graphs: Data Integration for Cross-Organizational Process Mining . Julian Rott, Rene Dorsch, Michael Freund, Markus Böhm, Andreas Harth, and Helmut Krcmar Author Index. 499 513 |
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| spelling | International Conference on Process Mining 5. 2023 Rom Verfasser (DE-588)1317821904 aut Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers Johannes De Smedt, Pnina Soffer (editors) Cham Springer [2024] xxiv, 514 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 503 Data Mining and Knowledge Discovery Business Process Management Machine Learning Computer Application in Administrative Data Processing Health Informatics Data mining Information technology-Management Machine learning Medical informatics Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2023 Rom gnd-content Data Mining (DE-588)4428654-5 s DE-604 De Smedt, Johannes (DE-588)1060702134 edt Soffer, Pnina ca. 20./21. Jh. (DE-588)1212872029 edt Erscheint auch als Online-Ausgabe 978-3-031-56107-8 Lecture notes in business information processing 503 (DE-604)BV023204387 503 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035081974&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers Lecture notes in business information processing Data Mining and Knowledge Discovery Business Process Management Machine Learning Computer Application in Administrative Data Processing Health Informatics Data mining Information technology-Management Machine learning Medical informatics Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)1071861417 |
| title | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers |
| title_auth | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers |
| title_exact_search | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers |
| title_full | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers Johannes De Smedt, Pnina Soffer (editors) |
| title_fullStr | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers Johannes De Smedt, Pnina Soffer (editors) |
| title_full_unstemmed | Process mining workshops ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers Johannes De Smedt, Pnina Soffer (editors) |
| title_short | Process mining workshops |
| title_sort | process mining workshops icpm 2023 international workshops rome italy october 23 27 2023 revised selected papers |
| title_sub | ICPM 2023 International Workshops, Rome, Italy, October 23-27, 2023 : revised selected papers |
| topic | Data Mining and Knowledge Discovery Business Process Management Machine Learning Computer Application in Administrative Data Processing Health Informatics Data mining Information technology-Management Machine learning Medical informatics Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data Mining and Knowledge Discovery Business Process Management Machine Learning Computer Application in Administrative Data Processing Health Informatics Data mining Information technology-Management Machine learning Medical informatics Data Mining Konferenzschrift 2023 Rom |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035081974&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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