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https://ceur-ws.org/Vol-2016/preface.pdf
7th International Symposium on
Data-Driven Process
Discovery and Analysis
SIMPDA 2017
December 6-8, 2017
Neuchatel, Switzerland
Editors:
Paolo Ceravolo
Maurice Van Keulen
Kilian Stoffel
Foreword
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 sixth edition, 22 papers
were submitted and 16 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 quality of the results proposed or 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 2018.
Our thanks go to the authors who submitted to the conference, to the board of reviewers
that made a deep work, and to those who participated in the organization or in the promotion
of this event.
We are very grateful to the University of Neuchatel, the Università degli Studi di Milano, the
University of Twente, and the IFIP, for supporting this event.
Paolo Ceravolo
Maurice Van Keulen
Kilian Stoffel
SIMPDA co-Chairs
II
Table of Contents
* Research Papers
Discovering Customer Journey Maps using a Mixture of Markov Models
Matthieu Harbich, Gaël Bernard, Pietro Berkes, Benoît Garbinato and Periklis Andritsos
pp. 3-7
On the Use of Hierarchical Subtrace Mining for Efficient Local Process Model Mining
Niek Tax, Laura Genga and Nicola Zannone
pp. 8-22
A linear temporal logic model checking method over finite words with correlated
transition attributes
Jean Michel Couvreur and Joaquin Ezpeleta
pp. 23-37
An Approach for Automatically Deriving Key Performance Indicators from Ontological
Enterprise Models
Ünal Aksu, Dennis Schunselaar and Hajo A. Reijers
pp. 38-53
Focusing Business Process Lead Time Improvements Using Influence Analysis
Teemu Lehto, Markku Hinkka and Jaakko Hollmén
pp. 54-67
Detecting Operator Errors Using Anti-Patterns
Arthur Vetter
pp. 68-82
MMBR: a report-driven approach for the design of multidimensional models
Antonia Azzini, Stefania Marrara, Andrea Maurino and Amir Topalovic
pp. 83-97
Towards semantic process mining through knowledge-based trace abstraction
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini and Giorgio Leonardi
pp. 98-112
Flexible Data Acquisition in Object-aware Process Management
Sebastian Steinau, Kevin Andrews and Manfred Reichert
pp. 113-127
Resource Utilization Prediction in Decision-Intensive Business Processes
Simon Sperl, Giray Havur, Simon Steyskal, Cristina Cabanillas, Axel Polleres and Alois
Haselboeck
pp. 128-141
III
* Posters
Exploiting Natural Language Processing for Improving Health Processes
Maurice Van Keulen, Jeroen Geerdink, Gerard Linssen, Riemer Slart and Onno
Vijlbrief
pp. 145-146
Extracting Service Process Models with Teams
Tuuli Klemetti, Reijo Salminen, Olli Martikainen, Riku Saikkonen and Eljas Soisalo-
Soininen
pp. 147-148
Towards Continuous Behavior Mining
Sabine Wolny, Alexandra Mazak, Rafael Konlechner and Manuel Wimmer
pp. 149-150
Big Data Driven Supply Chain Network Design – Insights, Impacts, and a Framework
for Assessment
Tiru Arthanari, Shohil Kishore and David Sundaram
pp. 151-152
A Framework for Trace Clustering and Concept-drift Detection in Event Streams
Sylvio Barbon Junior, Gabriel Marques Tavares, Paolo Ceravolo, and Ernesto
Damiani
pp. 153-154
* Research Plans and Demonstrations
Optimizing Configuration Data using Prescriptive Analytics
Alexander Wurl
pp. 158-162
IV
Conference Organization
* Conference Co-Chairs
Paolo Ceravolo, Università degli Studi di Milano, Italy
Maurice Van Keulen, University of Twente, The Netherlands
Kilan Stoffel, University of Neuchatel, Switzerland
* Advisory Board
Ernesto Damiani, Università degli Studi di Milano, Italy
Erich Neuhold, University of Vienna, Austria
Philippe Cudré-Mauroux, University of Fribourg, Switzerland
Robert Meersman, Graz University of Technology, Austria
Wilfried Grossmann, University of Vienna, Austria
* PhD. Award Committee
Paul Cotofrei, University of Neuchatel, Switzerland
Paolo Ceravolo, Università Degli Studi Di Milano, Italy
* Publicity Chair
Fulvio Frati, Università degli Studi di Milano, Italy
V
Program Committee
AKHIL KUMAR, PENN STATE UNIVERSITY, USA
BENOIT DEPAIRE, UNIVERSITY OF HASSELT, BELGIUM
CHINTAN AMRIT, UNIVERSITY OF TWENTE, THE NETHERLANDS
CHRISTOPHE DEBRUYNE, TRINITY COLLEGE DUBLIN, IRELAND
EBRAHIM BAGHERI, RYERSON UNIVERSITY, CANADA
EDGAR WEIPPL, TU VIENNA, AUSTRIA
FABRIZIO MARIA MAGGI, UNIVERSITY OF TARTU, ESTONIA
GEORGE SPANOUDAKIS, CITY UNIVERSITY LONDON, UK
HARIS MOURATIDIS, UNIVERSITY OF BRIGHTON, UK
ISABELLA SEEBER, UNIVERSITY OF INNSBRUCK, AUSTRIA
JAN MENDLING, VIENNA UNIVERSITY OF ECONOMICS AND BUSINESS, AUSTRIA
JOSEP CARMONA, UPC - BARCELONA, SPAIN
KRISTOF BOEHMER, UNIVERSITY OF VIENNA, AUSTRIA
MANFRED REICHERT, ULM UNIVERSITY, GERMANY
MARCELLO LEIDA, TAIGER, SPAIN
MARK STREMBECK, WU VIENNA, AUSTRIA
MASSIMILIANO DE LEONI, EINDHOVEN TU, NETHERLANDS
MATTHIAS WEIDLICH, HU BERLIN, GERMANY
MAZAK ALEXANDRA, VIENNA UNIVERSITY OF TECHNOLOGY, AUSTRIA
MOHAMED MOSBAH, UNIVERSITY OF BORDEAUX, FRANCE
MUSTAFA JARRAR, BIRZEIT UNIVERSITY, PALESTINE
ROBERT SINGER, FH JOANNEUM, AUSTRIA
ROLAND RIEKE, FRAUNHOFER SIT, GERMANY
SCHAHRAM DUSTDAR, VIENNA UNIVERSITY OF TECHNOLOGY, AUSTRIA
THOMAS VOGELGESANG, UNIVERSITY OF OLDENBURG, GERMANY
VALENTINA EMILIA BALAS, UNIVERSITY OF ARAD, ROMANIA
WIL VAN DER AALST, TECHNISCHE UNIVERSITEIT EINDHOVEN, THE NETHERLANDS
VI
Sponsors
VII