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Lecture Notes in Business Information Processing IFIP-LNCS Volumes

Data-Driven Process Discovery and Analysis

4th International Symposium, SIMPDA 2014, Milan, Italy, November 19-21, 2014, Revised Selected Papers

Editors: Ceravolo, Paolo, Russo, Barbara, Accorsi, Rafael (Eds.)

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About this book

This book constitutes the thoroughly refereed proceedings of the Fourth International Symposium on Data-Driven Process Discovery and Analysis held in Riva del Milan, Italy, in November 2014.

The five revised full papers were carefully selected from 21 submissions. Following the event, authors were given the opportunity to improve their papers with the insights they gained from the symposium. During this edition, the presentations and discussions frequently focused on the implementation of process mining algorithms in contexts where the analytical process is fed by data streams. The selected papers underline the most relevant challenges identified and propose novel solutions and approaches for their solution.

Table of contents (5 chapters)

Table of contents (5 chapters)
  • Discovery of Frequent Episodes in Event Logs

    Pages 1-31

    Leemans, Maikel (et al.)

  • Finding Suitable Activity Clusters for Decomposed Process Discovery

    Pages 32-57

    Hompes, B. F. A. (et al.)

  • History-Based Construction of Alignments for Conformance Checking: Formalization and Implementation

    Pages 58-78

    Alizadeh, Mahdi (et al.)

  • Dynamic Constructs Competition Miner - Occurrence- vs. Time-Based Ageing

    Pages 79-106

    Redlich, David (et al.)

  • Trustworthy Cloud Certification: A Model-Based Approach

    Pages 107-122

    Anisetti, Marco (et al.)

Buy this book

eBook $49.99
price for USA in USD
  • ISBN 978-3-319-27243-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $64.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Data-Driven Process Discovery and Analysis
Book Subtitle
4th International Symposium, SIMPDA 2014, Milan, Italy, November 19-21, 2014, Revised Selected Papers
Editors
  • Paolo Ceravolo
  • Barbara Russo
  • Rafael Accorsi
Series Title
Lecture Notes in Business Information Processing
Series Volume
237
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
IFIP International Federation for Information Processing
eBook ISBN
978-3-319-27243-6
DOI
10.1007/978-3-319-27243-6
Softcover ISBN
978-3-319-27242-9
Series ISSN
1865-1348
Edition Number
1
Number of Pages
IX, 123
Number of Illustrations
56 illustrations in colour
Topics