On April 10, 2017, the IEEE CIS has published a Society Brief on the XES Standard titled:
|IEEE 1849TM: The XES Standard|
|The Second IEEE Standard Sponsored by IEEE Computational Intelligence Society|
This Society Brief, which has been published in the IEEE Computational Intelligence Magazine of May 2017, introduces the XES Standard to the CIS community.
Traditionally, the Business Process Intelligence workshop has been the largest workshop at the conference. Over the years, the workshop grew and included the BPI Challenge, the Process Discovery contest and the IEEE Task force meeting. That combined with the large number of people in the audience, the organizers this year proposed a two day event for the 13th edition of the BPI workshop.
The workshop, sponsored by Siav, is aiming to attract the same high-quality papers as previous years, with sufficient space and time for the researchers to present their findings to a focused audience. The paper presentations will be alternated by presentations of the winners of the BPI Challenge and the PD contest. On Sunday evening, a BPI-reception will be hosted for the participants and the workshop closes with the annual meeting of the IEEE Task force on process mining.
The BPI Challenge, sponsored by Celonis and Minit, has become a tradition for the workshop, as well as the conference participants. The public real-life datasets made available through this challenge are used in many papers and serve as a validation baseline. One of the most successful datasets was the 2012 dataset from a Dutch financial institute and this year, we have found the same company willing to share data of the same process, five years later. The data is richer than before, the process has grown in intensity and while the supporting system was replaced, the process is largely comparable.
The Process Discovery contest, sponsored by Cognitive Technology, is dedicated to the assessment of tools and techniques that discover business process models from event logs. The objective is to compare the efficiency of techniques to discover process models. Com-pared with last year, this year the competition will not only consider the ability of discovering process models balancing “overfitting” and “underfitting”, but also the capacity of mining models that provide business value to stakeholders.
We hope to see many of you at the BPI Workshop in Barcelona. The workshop is included in the regular workshop participation fee and more information is available on http://www.win.tue.nl/bpi/
An extensive list of process mining applications has been released by HSPI S.p.A.
|By Wil van der Aalst and Eric Verbeek|
|November 24, 2016|
Eindhoven, The Netherlands – On November 11th, 2016, the IEEE Standards Association has officially published the XES Standard as IEEE Std 1849TM-2016: IEEE Standard for eXtensible Event Stream (XES) for Achieving Interopability in Event Logs and Event Streams. The IEEE Task Force on Process Mining has been driving the standardization process for over six years, because the standard allows for the exchange of event data between different process mining tools.
Through the XES Standard, event data can be transported from the location where it was generated to the location where it can be stored and analyzed, without losing semantics. The XES Standard enforces that this transport and storage is done in a standardized way, that is, in a way that is clear and well-understood. Next to providing a standardized syntax and semantics, the XES Standard also allows for extensions, e.g., adding cost information or domain specific attributes to events.
A new version of the free Coursera course “Process Mining: Data Science in Action” will start on November 28th 2016. The course is highly relevant for anyone that wants to improve his/her analytical skills. The focus is on data science methods applied to event data, e.g., for BPM, CRM, ERP, CEP, and (Lean) Six Sigma. A data scientist without Process Mining training is ill-equipped to uncover the organization’s real processes, analyze compliance, diagnose bottlenecks and improve processes. The next generation of process analysts, managers and auditors will depend on this new technology!
Over 100.000 people have registered for earlier versions of the course in the last two years. Many participants of the “Process Mining: Data Science in Action” course got “hooked to the magic of analyzing event data”. Participants that completed the course learned to automatically discover real processes, check conformance, and analyze performance. Also the new course provides access to software and real-life data sets. Hence, there are many good reasons to join this new Process Mining course.
|Register via http://www.coursera.org/learn/procmin/|
Since 2011, the IEEE Task Force on process mining organizes a yearly Business Process Intelligence Challenge, or BPI Challenge. The goal of this challenge is to bring together practitioners and researchers in the field to show the direct impact of academic work when facing the challenges real-life cases bring. For the BPI challenge, we provide participants with a real-life event log, and we ask them to analyze these data using whatever techniques available, focusing on one or more of the process owner's questions or proving other unique insights into the process captured in the event log.
For 2016, the data was provided by UWV (Employee Insurance Agency), a Dutch autonomous administrative authority (ZBO) which is commissioned by the Ministry of Social Affairs and Employment (SZW) to implement employee insurances and provide labor market and data services in the Netherlands. The data in this collection pertains to customer contacts over a period of 8 months and UWV is looking for insights into their customers' journeys. The data is focused on customers in the WW (unemployment benefits) process. The full dataset is available from https://data.4tu.nl/repository/uuid:360795c8-1dd6-4a5b-a443-185001076eab.
This year’s challenge was sponsored by GRADIENT ECM. They not only provided free Minit licenses for participants, but they also allowed for two selected winners to come to Rio de Janeiro to present their work at the 12th international BPI Workshop held there and to receive the award during the dinner of the International Conference on Business Process Management.
We received several submissions from all over the world, both from academia and from industry. The jury was pleased with the high quality of the contributions in general, but in the end, two submissions were selected as the best one to present their work in Rio:
- Ube van der Ham, with his submission entitled “Marking up the right tree: understanding the customer process at UWV”, showing that by manually inspecting the data and using relatively standard data analysis tools many insights can be obtained, and
- Sharam Dadashnia, Tim Niesen, Philip Hake, Peter Fettke, Nijat Mehdiyev and Joerg Evermann, with their submission entitled: “Identification of Distinct Usage Patterns and Prediction of Customer Behavior” showing an innovative technique to predict the next action undertaken by users on the basis of the preceding ten tasks.
Representatives of both submissions came to Rio and presented their analysis to the BPI audience. Their presentations were well-received and showed true professional value and direct applicability of academic research in the field of business process intelligence.
The BPI Challenge 2016 held in Rio de Janeiro Brazil was a great success and the organizers of the challenge are looking forward to next year’s event and we encourage everybody to participate!
Dear member of the Process Mining community,
Below is the call for workshop proposals of BPM'2017. If you have ideas of potential workshops, we would be glad to discuss them with you.
Please write to Matthias Weidlich and Ernest Teniente, the BPM'2017 Workshop Chairs, to firstname.lastname@example.org.
BPM'2017 Publicity Chairs
|NEW P1849 (CIS/SC) IEEE Draft Standard for XES - eXtensible Event Stream - For Achieving Interoperability in Event Logs and Event Streams|
was approved as a new standard by the IEEE-SA Standards Board on 22 September 2016. A copy of the document will be forwarded to the Standards Publications Department. The editor assigned to work on the project will contact the XES WG.
The recirc is done, no new comments have been received, and no votes have been changed. As a result, the comments that resulted from the ballot have now been dealt with, and the resulting version (D03) has been put on the agenda of the next RevCom meeting, which is on September 19.
On June 27, 2016, a recirculation of the the XES Standard Proposal was initiated. This recirculation was necessary because we needed to incorporate one of the comments that resulted from the ballot. This comment stated that for a Standard Proposal the use of local times in tiemstamps is undesirable, instead, a Standard Proposal should use UTC times in timestamps. This has been acknowledged and incorporated into version D03 of the XES Standard Proposal.