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https://ceur-ws.org/Vol-2270/preface.pdf
8th International Symposium on
Data-Driven Process
Discovery and Analysis
SIMPDA 2018
December 13-14, 2018
Seville, Spain
Editors:
Paolo Ceravolo
M. Teresa Gómez López
Maurice Van Keulen
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. In this sixth edition, 15 papers were submitted and 8 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 2019.
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 Seville, the Università degli Studi di Milano, the
University of Twente, and the IFIP, for supporting this event.
Paolo Ceravolo
M. Teresa Gómez López
Maurice Van Keulen
SIMPDA co-Chairs
II
Table of Contents
* Research Papers
Ensuring Confidentiality in Process Mining
Majid Rafiei, Leopold von Waldthausen and Wil van der Aalst
pp. 3-17
Modelling Business Processes for Outsourcing into the Fog and Cloud Computing
Louar Fadila, Zarour Karim and Benmerzoug Djamel
pp.18-31
Analyzing Business Process Changes Using Influence Analysis
Teemu Lehto, Markku Hinkka and Jaakko Hollmen
pp. 32-46
* Short Papers
Prediction of Business Process Instances with Dynamic Bayesian Networks
Jens Brunk, Kate Revoredo, Matthias Stierle, Martin Matzner, Patrick
Delfmann and Jorg Becker
pp. 50-54
Standardizing Process Data Exploitation by means of a Process Instance Metamodel
Antonio Cancela, Antonia M. Reina Quintero, Alejandro Garca-Garca, Maria
Teresa Gomez-Lopez
pp. 55-59
StarStar Models: Using Events at Database Level for Process Analysis
Alessandro Berti and Wil van der Aalst
pp. 60-64
Process Enhancement in Process Mining: A Literature Review
Fitri Almira Yasmin, Faiza Allah Bukhsh and Patricio de Alencar Silva
pp. 65-72
Process mining of events log from Windows
Radim Dolak, Milena Janakova, Josef Botlik
pp. 73-77
III
Conference Organization
* Conference Co-Chairs
Paolo Ceravolo, Università degli Studi di Milano, Italy
M. Teresa Gómez López, University of Seville, Spain
Maurice Van Keulen, University of Twente, The Netherlands
* 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
* Local organizer
M. Teresa Gómez López, University of Seville, Spain
* Publicity Chair
Fulvio Frati, Università degli Studi di Milano, Italy
IV
* Keynote Speaker
JOSEP CARMONA
DEPARTMENT OF COMPUTER SCIENCE,
UNIVERSITAT POLITÈCNICA DE CATALUNYA
RELATING EVENT DATA AND PROCESS MODELS:
THE ADVENT OF CONFORMANCE CHECKING
Conformance checking is one of the fundamental dimensions of
process mining. It is acknowledged by the process mining
community that the most important challenge to overcome in the
area is the problem of relating event data and process models.
Alignments are meant to address exactly this challenge. However,
alignments are very hard to compute in some cases, which
prevents them to be fully adopted in practice. In this keynote I will provide an overview of the
techniques developed in my group, or in collaboration with the other groups, about recent
algorithms for solving different instantiations of the alignment problem.
V
Program Committee
ALEXANDRA MAZAK - UNIVERSITY OF VIENNA, AUSTRIA
ROBERT SINGER - FH JOANNEUM, AUSTRIA
MANFRED REICHERT - UNIVERSITY OF ULM, GERMANY
SCHAHRAM DUSTDAR - VIENNA UNIVERSITY OF TECHNOLOGY, AUSTRIA
HELEN BALINSKY - HEWLETT-PACKARD LABORATORIES, UK
VALENTINA EMILIA BALAS - UNIVERSITY OF ARAD, ROMANIA
ANTONIO MANA GOMEZ - UNIVERSIDAD DE MALAGA, SPAIN
KARIMA BOUDAOUD - ECOLE POLYTECHNIQUE DE NICE SOPHIA ANTIPOLIS, FRANCE
JAN MENDLING - VIENNA UNIVERSITY OF ECONOMICS AND BUSINESS, AUSTRIA
PETER SPYNS - FLEMISH GOVERNMENT, BELGIUM
MOHAMED MOSBAH - UNIVERSITY OF BORDEAUX
CHINTAN MRIT - UNIVERSITY OF TWENTE, THE NETHERLANDS
FABRIZIO MARIA MAGGI - UNIVERSITY OF TARTU, ESTONIA
PNINA SOFFER - UNIVERSITY OF HAIFA, ISRAEL
MATTHIAS WEIDLICH - IMPERIAL COLLEGE, UK
ROLAND RIEKE - FRAUNHOFER SIT, GERMANY
EDGAR WEIPPL - TU VIENNA, AUSTRIA
BENOIT DEPAIRE - UNIVERSITY OF HASSELT, BELGIUM
ANGEL JESUS - VARELA UNIVERSITY OF SEVILLE, SPAIN
LUISA PARODY - UNIVERSITY LOYOLA ANDALUCIA, SPAIN
ANTONIA AZZINI - CONSORZIO C2T, ITALY
JORGE CARDOSO - UNIVERSITY OF COIMBRA, SPAIN
CARLOS FERNANDEZ-LLATAS - UNIVERSITAT POLITECNICA DE VALENCIA, SPAIN
CHIARA DI FRANCESCOMARINO - FONDAZIONE BRUNO KESSLER, ITALY
FAIZA BUKHSH - UNIVERSITY OF TWENTE, THE NETHERLANDS
MIRJANA PEJIƑÁ BACH - UNIVERSITY OF ZAGREB, CROATIA
VI
TAMARA QUARANTA - 40LABS, ITALY
ANNA WILBIK - EINDHOVEN UNIVERSITY OF TECHNOLOGY, THE NETHERLANDS
YINGQIAN ZHANG - EINDHOVEN UNIVERSITY OF TECHNOLOGY, THE NETHERLANDS
RICHARD CHBEIR - UNIV. PAU AND PAYS ADOUR, FRANCE
RENATA MEDEIROS - EINDHOVEN UNIVERSITY OF TECHNOLOGY, THE NETHERLANDS
RABIA MAQSOOD - UNIVERSITÀ DEGLI STUDI DI MILANO, ITALY
VII
Sponsors
VIII