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
2013
ISBN: 978-3-642-40918-9
Verlag: Springer

Buch, Englisch, Band 162, 113 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 201 g

Reihe: Lecture Notes in Business Information Processing

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.

Zielgruppe

Research

Autoren/Hrsg.

Cudré-Mauroux, Philippe

Ga¿evic, Dragan

Ceravolo, Paolo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Wirtschaftsinformatik
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsinformatik, SAP, IT-Management

Inhaltsverzeichnis

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.