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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 /

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 co...

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Bibliographic Details
Corporate Authors: SIMPDA 2012 Campione d'Italia, Italy); SpringerLink (Online service)
Group Author: Cudré-Mauroux, Philippe; Ceravolo, Paolo; Gašević, Dragan
Published: Springer,
Publisher Address: Heidelberg :
Publication Dates: 2013.
Literature type: eBook
Language: English
Series: Lecture Notes in Business Information Processing, 162
Subjects:
Data mining > Congresses.
Management information systems > Congresses.
Commerce > Congresses.
Automatic Data Processing > Congresses.
Business > Data processing > Congresses.
Computer science.
Information Systems Applications (incl. Internet).
Business Information Systems.
Data Mining and Knowledge Discovery.
Electronic books.
Online Access: http://dx.doi.org/10.1007/978-3-642-40919-6
Summary: 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.
Item Description: Includes author index.
Carrier Form: 1 online resource (x, 113 pages) : illustrations.
ISBN: 9783642409196 (electronic bk.)
3642409199 (electronic bk.)
Index Number: QA76
CLC: TP3-532
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 /

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