| Vol-1293 urn:nbn:de:0074-1293-2 Copyright © 2014 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# SIMPDA 2014
Data-driven Process Discovery and Analysis

### Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014)

### Milan, Italy, November 19-21, 2014.

Edited by

### Rafael Accorsi 1
Paolo Ceravolo 2
Barbara Russo 3

1 University of Freiburg, Germany
2 Università degli Studi di Milano, Italy
3 Free University of Bozen-Bolzano, Italy

The complete proceedings can be downloaded as a single pdf-file.

## Table of Contents

- Preface

### Research Papers

- History-based Construction of Log-Process Alignments for Conformance Checking: Discovering What Really Went Wrong 1-15
  Mahdi Alizadeh, Massimiliano de Leoni, Nicola Zannone
- Finding Suitable Activity Clusters for Decomposed Process Discovery 16-30
  Bart Hompes, Eric Verbeek, Wil van der Aalst
- Discovery of Frequent Episodes in Event Logs 31-45
  Maikel Leemans, Wil van der Aalst
- Business Process Measurement in Small Enterprises after the Installation of an ERP Software 46-59
  Stefano Siccardi, Claudia Sebastiani
- Reasoning on Data-Aware Business Processes with Constraint Logic 60-75
  Fabrizio Smith, Maurizio Proietti
- CoPra2Go: An APP for Coding Collaboration Processes 76-90
  Emmanuel Nowakowski, Isabella Seeber, Ronald Maier, Fulvio Frati
- Scalable Dynamic Business Process Discovery with the Constructs Competition Miner 91-107
  David Redlich, Thomas Molka, Wasif Gilani, Gordon Blair, Awais Rashid
- Scalable Process Monitoring through Rules and Neural Networks (Project Presentation) 108-122
  Alan Perotti, Guido Boella, Artur D'Avila Garcez
- Using Monotonicity to Find Optimal Process Configurations Faster 123-137
  Dennis Schunselaar, Eric Verbeek, Hajo A. Reijers, Wil van der Aalst

### Demonstrations

- Tracking Hot Topics for the Monitoring of Open-World Processes 138-149
  Remo Pareschi, Marco Rossetti, Fabio Stella
- Using Semantic Lifting for Improving Educational Process Models Discovery and Analysis 150-161
  Awatef Hicheur Cairns, Joseph Assu Ondo, Billel Gueni, Mehdi Fhima, Marcel Schwarcfeld, Christian Joubert, Nasser Khelifa
- From Declarative Processes to Imperative Models 162-173
  Johannes Prescher, Claudio Di Ciccio, Jan Mendling

### Research Plans

- A Methodology for Generating Artificial Event Logs to Compare Process Discovery Techniques 174-178
  Toon Jouck, Marijke Swennen, Benoît Depaire
- Process Mining Extension to SCAMPI 179-183
  Arthur Valle

2014-11-14: submitted by Paolo Ceravolo, metadata incl. bibliographic data published under Creative Commons CC0
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