1st International Workshop

Education meets Process Mining 

– This workshop is organized within the International Conference on Process Mining (ICPM 2022) in Bolzen-Bolzano (Italy) on October 24, 2022

edupm 2022

IMPORTANT DATES

The Workshop

Process Mining has proven to be a powerful interdisciplinary tool for addressing open challenges in several fields such as healthcare or finances … and Education is no exception. The recent Process Mining approaches proposed for learning analytics, curricular analytics, or MOOC analytics are just some examples. But the Education discipline is also contributing to Process Mining, providing best practices, lessons learned, and new artifacts for better teaching and assessing Process Mining.

The International Workshop on Education meets Process Mining (EduPM) aims at providing a high-quality forum for the intersection of Education and Process Mining. This intersection goes in both directions:

Process Mining for Education 

How could process mining be used to address some of the challenges in the field of education? E.g., Process Mining for learning analytics, curricular analytics, motivation trajectories, MOOCs and blended courses, self-regulated learning patterns, …

Education for Process Mining

How could we improve the teaching of the Process Mining discipline? E.g., novel learning strategies tailored for Process Mining, new instruments to automatically assess specific topics of Process Mining, systematic studies of how Process Mining is being taught on different educational programs or levels, a novel curriculum around Process Mining, among others.

Workshop Topics

Submitted works should fall in one of the two categories: 1) Process Mining for Education or 2) Education for Process Mining. Education is a broad umbrella that includes all types of education: primary, secondary, professional, online, in-company, etc. The workshop aims at both more theoretical contributions such as new techniques and algorithms, and more applied contributions such as methodologies, systematic studies, and empirical contributions such as user and case studies. The topics of interest include, but are not limited to:

Process Mining for Education 

Education for Process Mining

REGULAR PAPERS

Submitted “Regular Papers” must be a research contribution, and will be evaluated on the basis of significance, originality, technical quality, and potential to generate relevant discussion. Submissions must use the Springer LNCS/LNBIP. Submissions must be in English and must not exceed 12 pages (including figures, bibliography and appendices). Each paper should clarify the relation of the paper with the workshop main topics, clearly state the problem being addressed, the goal of the work, the results achieved, and the relation to other work. Papers should be submitted electronically as a self-contained PDF file via the Easychair submission system  (see Submission section)  . Submissions must be original contributions that have not been published previously, nor already submitted to other conferences or journals in parallel with this workshop. Accepted papers will be published by Springer as a post-workshop proceedings volume in the series Lecture Notes in Business Information Processing (LNBIP). At least one author of each accepted paper must register and participate in the workshop.

Show & Tell

Besides Regular Paper contributions, the workshop also accepts “Show&Tell” submissions: non-research contributions outside of the Regular Paper proceedings, where authors present an interesting element or initiative for the EduPM community. To be able to present a Show&Tell, authors must submit a document summarizing their contribution and clearly stating the impact and benefits for the EduPM community. The format is free but submissions must be in English and must not exceed 2 pages. Submissions must be submitted electronically as a self-contained PDF file via the submission system (see Submission section). The final format of an interactive session to present all the Show&Tell contributions will be determined by the organizers, based on the number and nature of the accepted contributions. At least one author of each accepted Show&Tell must register and participate in the workshop

Some examples include:

Submission

Both Regular Papers and Show&Tell must be submitted electronically as a self-contained PDF file via the Easychair submission system. Deadlines are available at the Important Dates section.

https://easychair.org/conferences/?conf=icpm2022 

Program

It is a full-day workshop. The program includes the presentation of the Regular Papers, but also an interactive open-format session to present the Show&Tell contributions and discuss future community efforts.

9:00 - 10:45

Chair: Gert Janssenswillen

Opening: Welcome from the EduPM Chairs. Jorge Munoz-Gama

Paper 1: “Identifying the steps in an explorative data analysis: a process-oriented approach”. Seppe Van Daele and Gert Janssenswillen.

Paper 2: “Process Mining on Curriculum-based Study Data – A Case Study at a German University”. Richard Hobeck, Luise Pufahl and Ingo Weber. 

Paper 3: “Domain-Driven Event Abstraction Framework for Learning Dynamics in MOOCs Sessions”. Luciano Hidalgo and Jorge Munoz-Gama.

11:30 - 12:45

Chair: Francesca Zerbato

Panel: “Lessons Learned in Education for Process Mining”. Mieke Jans, Boudewijn van Dongen, Marcos Sepúlveda, Wil van der Aalst.

14:30 - 15:45

Chair: Jorge Munoz-Gama

Paper 4: “A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education”. Miriam Wagner, Hayyan Helal, Rene Roepke, Sven Judel, Jens Doveren, Sergej Goerzen, Pouya Soudmand, Gerhard Lakemeyer, Ulrik Schroeder and Wil van der Aalst.

Paper 5: “Discovering Students’ Learning Strategies in a Visual Programming MOOC through Process Mining Techniques”. Narjes Rohani, Kobi Gal, Michael Gallagher and Areti Manataki.

Paper 6: “Process Mining for Analyzing Open Questions Computer-Aided Examinations”. Saimir Bala, Kate Revoredo and Jan Mendling.

16:30 - 17:30

Chair: Wil van der Aalst

Show&Tell: “Get Certified: Blended Learning for Process Mining powered by the Celonis Academic Alliance”. Eugenio Hernandez Gomez and Angela-Sophia Gebert.

Discussion: "Position Paper, Collaborations, Projects …. ¿What’s next?" 

Closing: Awards & See you in EduPM 2023!

AWARDS

BEST PAPER AWARD

“Process Mining on Curriculum-based Study Data – A Case Study at a German University”
Richard Hobeck, Luise Pufahl and Ingo Weber

BEST STUDENT PAPER AWARD

Domain-Driven Event Abstraction Framework for Learning Dynamics in MOOCs Sessions
Luciano Hidalgo and Jorge Munoz-Gama

Registration

This workshop is part of the International Conference on Process Mining (ICPM 2022) All registration procedure and logistics information are managed directly by ICPM.

Organization

Jorge Munoz-Gama
Pontificia Universidad
Católica de Chile
(Chile)
jorgemunozgama.com

Francesca Zerbato
University of St.Gallen
(Switzerland)
Francesca's web

Gert Janssenswillen
Hasselt University
(Belgium)
janssenswillen.com

Wil van der Aalst
RWTH Aachen University (Germany)
vdaalst.com

This workshop is an initiative of the
IEEE Task Force on Process Mining

Program committee

SEE YOU IN THE WORKSHOP!