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https://ceur-ws.org/Vol-1527/preface.pdf
5th International Symposium on
Data-Driven Process
Discovery and Analysis
SIMPDA 2015
December 9-11, 2015
Vienna, Austria
Editors:
Paolo Ceravolo
Stefanie Rinderle-Ma
Foreword
The fifth edition of the International Symposium on Data-driven Process Discovery and
Analysis (SIMPDA 2015) conceived to offer a forum where researchers from different
communities and the industry can share their insight in this hot new field.
With the increasing automation of business processes, growing amounts of process data
become available. This opens new research opportunities for business process data
analysis, mining and modeling. The aim of the IFIP 2.6 - International Symposium on Data-
Driven Process Discovery and Analysis is to offer a forum where researchers from different
communities and the industry can share their insight in this hot new field.
Submissions aim at covering theoretical issues related to process representation,
discovery and analysis or provide practical and operational experiences in process
discovery and analysis. Language for papers and presentations is English. In this fifth
edition, 18 papers were accepted for publication in the pre-symposium volume. According
to the format of a symposium the discussion during the event is considered a valuable
element that can help to improve the work presented and the approach in presenting
results. For this reason, authors of accepted papers will be invited to submit extended
versions of their articles to a post-symposium volume of Lecture Notes in Business
Information Processing, scheduled in 2016.
Our thanks go to the authors who submitted to the conference, to the board of reviewers
that made a great work in the review process and in promoting this new event, and to all
those who participated in the organization of the events.
We are very grateful to Università degli Studi di Milano and University of Vienna, the IFIP
and the OCG, for supporting this event.
Paolo Ceravolo
Stefanie Rinderle-Ma
SIMPDA co-Chairs
II
Table of Contents
* Research Papers
Generating Performance Improvement Suggestions by using Cross-Organizational
Process Mining
Onur Yilmaz and Pinar Karagoz
pp. 3-17
Learning Analytics on Coursera Event Data:A Process Mining Approach
Patrick Mukala, Joos Buijs, Maikel Leemans and Wil van der Aalst
pp.18-32
Exploiting Process Cubes, Analytic Workflows and Process Mining for Business
Process Reporting: A Case Study in Education
Alfredo Bolt, Massimiliano de Leoni, Wil van der Aalst and Pierre Gorissen
pp. 33-47
Using Verb Abstractness for Detecting Terminological Inconsistency
Stefan Bunk, Fabian Pittke and Jan Mendling
pp. 48-63
A Relational Data Warehouse for Multidimensional Process Mining
Thomas Vogelgesang and H.-Jürgen Appelrath
pp. 64-78
Enhancing Process Mining Results using Domain Knowledge
Prabhakar Dixit, Joos Buijs, Wil van der Aalst, Bart Hompes and Hans Buurman
pp. 79-94
Detecting Change in Processes Using Comparative Trace Clustering
Bart Hompes, Joos Buijs, Wil van der Aalst, Prabhakar Dixit and Hans Buurman
pp. 95-108
Time Series Petri Net Models - Enrichment and Prediction
Andreas Rogge-Solti, Laura Vana and Jan Mendling
pp. 109-123
III
* Short Papers
A Vision of Experimental Process Improvement
Ingo Weber and Jan Mendling
pp. 127-130
Selecting Web Functionalities versus Data Quality Dimensions: A First Approach
César Guerra, Ismael Caballero, Victor Menendez-Dominguez and Omar Montaño
Rivas
pp. 131-136
Batch Processing: Definition and Event Log Identification
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris and Koen
Vanhoof
pp. 137-140
Capturing Process Behavior with Log-Based Process Metrics
Marijke Swennen, Gert Janssenswillen, Mieke Jans, Benoît Depaire and Koen
Vanhoof
pp. 141-144
Safety-critical Human- and Data-centric Process Management in Engineering
Projects
Cristina Cabanillas, Jan Mendling, Axel Polleres and Alois Haselböck
pp. 145-148
Process Mining in Big Data Scenario
Antonia Azzini and Ernesto Damiani
pp. 149-153
Business process analysis by model checking
David Kuhlen and Andreas Speck
pp. 154-170
* Research Plans and Demonstrations
A Case Mining based Recommender System for Knowledge Workers
Sebastian Huber
pp. 173-183
Framework for Optimizing Collaboration using Stimulation
Muhammad Muneeb Kiani
pp. 184-188
Enabling Event-data Analysis in R - Demonstration
Gert Janssenswillen, Marijke Swennen, Benoît Depaire and Mieke Jans
pp. 189-198
IV
Conference Organization
* Conference Co-Chairs
Paolo Ceravolo Stefanie Rinderle-Ma
Università degli Studi di Milano, Italy Universität Wien, Austria
* Advisory Board
Ernesto Damiani, Università degli Studi di Milano, Italy
Marcello Leida, EBTIC (Etisalat BT Innovation Centre), UAE
Erich Neuhold, University of Vienna, Austria
Maurice van Keulen, University of Twente, The Netherlands
Philippe Cudre-Mauroux, University of Fribourg, Switzerland
* PhD. Award Committee
Gregorio Piccoli, Zucchetti spa, Italy
Paolo Ceravolo, Università degli Studi di Milano, Italy
Maria Leitner, Austrian Institute of Technology, Austria
Marcello Leida, EBTIC (Etisalat BT Innovation Centre), UAE
* Publicity Chair
Fulvio Frati, Università degli Studi di Milano, Italy
V
Program Committee
MOHAMED ACHEMLAL, UNIVERSITY OF BORDEAUX, FRANCE
MARCO ANISETTI, UNIVERSITÀ DEGLI STUDI DI MILANO, ITALY
IRENE VANDERFEESTEN, EINDHOVEN UNIVERSITY OF TECHNOLOGY, THE NETHERLANDS
CLAUDIO ARDAGNA, UNIVERSITÀ DEGLI STUDI DI MILANO, ITALY
HELEN BALINSKY, HEWLETT-PACKARD LABORATORIES, UK
MIRCO BIANCO, METROCONSULT ROBERTO DINI AND PARTNERS, ITALY
JOOS BUIJS, EINDHOVEN UNIVERSITY OF TECHNOLOGY, THE NETHERLANDS
ANTONIO CAFORIO, UNIVERSITÀ DEL SALENTO, ITALY
CAROLINA CHIAO, UNIVERSITY OF ULM, GERMANY
TONY CLARK, MIDDLESEX UNIVERSITY, UK
BARABARA WEBER, UNIVERSITY OF INNSBRUCK, AUSTRIA
PAUL COTOFREI, UNIVERSITY OF NEUCHÂTEL, SWITZERLAND
PHILIPPE CUDRE-MAUROUX, UNIVERSITY OF FRIBOURG, SWITZERLAND
NORA CUPPENS, ÉCOLE NATIONALE SUPÉRIEURE DES TELECOMMUNICATIONS DE
BRETAGNE, FRANCE
GIANLUCA DEMARTINI, UNIVERSITY OF SHEFFIELD, UK.
CLAUDIO DI CICCIO, WU VIENNA, AUSTRIA
SCHAHRAM DUSTDAR, VIENNA UNIVERSITY OF TECHNOLOGY, AUSTRIA
GREGOR GRAMBOW, UNIVERSITY OF ULM, GERMANY
CHRISTIAN GUETL, UNIVERSITY OF GRAZ, AUSTRIA
MOHAND-SAID HACID, UNIVERSITY OF LYON, FRANCE
VINCENT HILAIRE, UNIVERSITÉ DE TECHNOLOGIE DE BELFORT MONTBÉLIARD, FRANCE
WEI-CHIANG HONG, ORIENTAL INSTITUTE OF TECHNOLOGY, CHINA
MUSTAFA JARRAR, BIRZEIT UNIVERSITY, PALESTINE
MEIKO JENSEN, RUHR-UNIVERSITY BOCHUM, GERMANY
MASSIMO MECELLA, SAPIENZA UNIVERSITÀ DI ROMA, ITALY
JAN MENDLING, WU VIENNA, AUSTRIA
VI
KWANGHOON PIO KIM, KYONGGI UNIVERSITY, SOUTH KOREA.
BARBARA RUSSO, FREE UNIVERSITY OF BOZEN - BOLZANO, ITALY
GIOVANNA SISSA, UNIVERSITÀ DEGLI STUDI DI GENOVA, ITALY
MAURICE VAN KEULEN, UNIVERSITY OF TWENTE, THE NETHERLANDS
MATTHIAS WEIDLICH, IMPERIAL COLLEGE, UK
ISABELLA SEEBER, UNIVERSITY OF INNSBRUCK, AUSTRIA
ZEESHAN PERVEZ, UNIVERSITY OF THE WEST OF SCOTLAND, UK
MARCIN WYLOT, UNIVERSITY OF FRIBOURG, SWITZERLAND
JOSE JACOBO ZUBCOFF, UNIVERSIDAD DE ALICANTE, SPAIN
WILFRIED GROSSMANN, UNIVERSITY OF VIENNA, AUSTRIA
KARIMA BOUDAOUD, ECOLE POLYTECHNIQUE DE NICE SOPHIA ANTIPOLIS, FRANCE
VII
Sponsors
VIII