Data-Driven Process Discovery and Analysis
Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2012, Campione d'Italia, Italy, June 18-20, 2012, Revised Selected Papers
Editors: Cudre-Maroux, Philippe, Ceravolo, Paolo, Gašević, Dragan (Eds.)
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- About this book
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This book constitutes the thoroughly refereed proceedings of the Second International Symposium on Data-Driven Process Discovery and Analysis held in Campione d'Italia, Italy, in June 2012.
The six revised full papers were carefully selected from 17 submissions. To improve the quality of the contributions the symposium fostered the discussion during the presentation, giving authors the opportunity to improve their work extending the presented results. The selected papers cover topics spanning from theoretical issues related to process representation, discovery and analysis to practical and operational experiences in process discovery and analysis.
- Table of contents (6 chapters)
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A Lightweight RDF Data Model for Business Process Analysis
Pages 1-23
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Combination of Process Mining and Simulation Techniques for Business Process Redesign: A Methodological Approach
Pages 24-43
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Improving Business Process Models Using Observed Behavior
Pages 44-59
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Process Prediction in Noisy Data Sets: A Case Study in a Dutch Hospital
Pages 60-83
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Towards Automatic Capturing of Semi-structured Process Provenance
Pages 84-99
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Table of contents (6 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Data-Driven Process Discovery and Analysis
- Book Subtitle
- Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2012, Campione d'Italia, Italy, June 18-20, 2012, Revised Selected Papers
- Editors
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- Philippe Cudre-Maroux
- Paolo Ceravolo
- Dragan Gašević
- Series Title
- Lecture Notes in Business Information Processing
- Series Volume
- 162
- Copyright
- 2013
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- IFIP International Federation for Information Processing
- eBook ISBN
- 978-3-642-40919-6
- DOI
- 10.1007/978-3-642-40919-6
- Softcover ISBN
- 978-3-642-40918-9
- Series ISSN
- 1865-1348
- Edition Number
- 1
- Number of Pages
- X, 113
- Number of Illustrations
- 41 b/w illustrations
- Topics
