Process Mining at BPM 2013
This year’s BPM conference took place from 26 to 30 August in Beijing, China. Unfortunately, we could not make it this year. That does not stop us from giving you our annual recap blog post of process mining at BPM 2013, though.
To make sure you can keep up with the news on the process mining research front, we again hunted down the papers that were not made publicly available by the authors yet. They all were kind enough to upload their author version for you. For the main conference papers, even the presentations are available. Enjoy!
Papers at the main conference
Each year, the BPM conference gets hundreds of submissions, and only around 20 papers are accepted for the competitive main track. This year, three out of eight sessions were dedicated to process mining. You find a list of all the papers with pointers to the PDF author version and the slides that were presented below.
Session 1: Process Mining
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Thomas Baier and Jan Mendling. Bridging Abstraction Layers in Process Mining by automated Matching of Events and Activities (download slides)
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Joos Buijs, Boudewijn Van Dongen and Wil Van Der Aalst. Mining Configurable Process Models from Collections of Event Logs (download slides)
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Chathura Ekanayake, Marlon Dumas, Luciano Garca Bauelos and Marcello La Rosa. Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models (download slides)
Session 4: Conformance Checking
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Massimiliano de Leoni and Wil Van Der Aalst. Aligning Event Logs and Process Models for MultiPerspective Conformance Checking: An Approach Based on Integer Linear Programming (download slides)
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Jorge Munoz-Gama, Josep Carmona and Wil Van Der Aalst. Conformance Checking in the Large: Partitioning and Topology (download slides)
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David Knuplesch, Walid Fdhila, Manfred Reichert and Stefanie Rinderle-Ma. On Enabling Compliance of Cross-organizational Business Processes (download slides)
Session 8: Process Mining
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Nicolas Poggi, Vinod Muthusamy, David Carrera and Rania Khalaf. Business Process Mining from Ecommerce Web
Logs (download slides) -
Fabrizio Maria Maggi, Marlon Dumas, Luciano Garca Bauelos and Marco Montali. Discovering Data-Aware Declarative Process Models from Event Logs (download slides)
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Jagadeesh Chandra Bose Rantham Prabhakara, Fabrizio Maggi and Wil Van Der Aalst. Enhancing Declare Maps Based on Event Correlations (download slides)
Papers at the BPI Workshop
The BPI workshop is traditionally the place were early work on process mining topics is presented and discussed. This year, six papers were accepted and you can read them following the pointers below:
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Joos Buijs, Boudewijn Van Dongen and Wil Van Der Aalst. Discovering and Navigating a Collection of Process Models using Multiple Quality Dimensions
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Andreas Rogge-Solti, Wil Van Der Aalst and Mathias Weske. Discovering Stochastic Petri Nets with Arbitrary Delay Distributions From Event Logs
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Viara Popova and Marlon Dumas. Discovering Unbounded Synchronization Conditions in Artifact-Centric Process Models (see slides)
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Seppe Vanden Broucke, Cdric Delvaux, Joo Freitas, Taisiia Rogova, Jan Vanthienen and Bart Baesens. Uncovering the Relationship between Event Log Characteristics and Process Discovery Techniques
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Alfredo Jose Bolt Iriondo and Marcos Seplveda. Process remaining time prediction using query catalogs
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Sander Leemans, Dirk Fahland and Wil Van Der Aalst. Discovering Block-Structured Process Models From Non-Conforming Event Logs
Results of the BPI Challenge
After the presentations at the BPI workshop, the winner of the BPI Challenge 2013 was announced. The award goes to Chang Jae Kang, Young Sik Kang, Yeong Shin Lee, Seonkyu Noh, Hyeong Cheol Kim, Woo Cheol Lim, Juhee Kim and Regina Hong, a team from Myongji University in Seoul, Korea.
You can read more about the BPI Challenge award and find pointers to all twelve submissions here.
Annual meeting of the IEEE Task Force on Process Mining
The IEEE Task Force on Process Mining traditionally hold their annual meeting together with the BPM conference, at the end of the BPI workshop.
You can read the minutes and download the slides of this year’s task force meeting.
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