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Data-Driven Process Discovery and Analysis [electronic resource] : Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2012, Campione d'Italia, Italy, June 18-20, 2012, Revised Selected Papers / edited by Philippe Cudre-Mauroux, Paolo Ceravolo, Dragan Gašević.

Contributor(s): Cudre-Mauroux, Philippe [editor.] | Ceravolo, Paolo [editor.] | Gašević, Dragan [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Business Information Processing: 162Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Description: X, 113 p. 41 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642409196.Subject(s): Computer science | Information technology | Business -- Data processing | Data mining | Computer Science | Information Systems Applications (incl. Internet) | IT in Business | Data Mining and Knowledge DiscoveryAdditional physical formats: Printed edition:: No titleDDC classification: 005.7 Online resources: Click here to access online
Contents:
A Lightweight RDF Data Model for Business Process Analysis -- Combination of Process Mining and Simulation Techniques for Business Process Redesign: A Methodological Approach -- Improving Business Process Models Using Observed Behavior -- Process Prediction in Noisy Data Sets: A Case Study in a Dutch Hospital -- Towards Automatic Capturing of Semi-structured Process Provenance -- Managing Structural and Textual Quality of Business Process Models.
In: Springer eBooksSummary: 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.
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A Lightweight RDF Data Model for Business Process Analysis -- Combination of Process Mining and Simulation Techniques for Business Process Redesign: A Methodological Approach -- Improving Business Process Models Using Observed Behavior -- Process Prediction in Noisy Data Sets: A Case Study in a Dutch Hospital -- Towards Automatic Capturing of Semi-structured Process Provenance -- Managing Structural and Textual Quality of Business Process Models.

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.

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