3rd International Workshop

Education meets Process Mining 

–This workshop is organized within the International Conference on Process Mining (ICPM 2024) in Copenhagen (Denmark) on October 14, 2024 —

edupm 2024

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:

Journal Special Issue

Authors of the best EduPM Regular papers (together with other best ICPM Workshops papers) have be invited to substantially extend the original workshop paper (20-25 pages long) for the Process Science journal. The invitation includes a fast track option and an open-access fee waiver, ensuring there is no cost for the authors.

Best authors will be announced during EduPM conference.

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.

Program

11:00 - 12:30

Chair: Jorge Muñoz-Gama

Opening - Welcome from the EduPM Chairs. 

Paper 1 - Assessing the impact of exam preparation process on students' careers - Domenico Potena, Laura Genga, Lorenzo Galeazzi, Gianmarco Viganò and Claudia Diamantini


Paper 2 -  Understanding Student Behavior using Active Window Tracking and Process Mining - Mahendrawathi Er, Wouter Van Der Waal, Iris Beerepoot, Moch. Aqmal Rasyadan Reza Putra and Hardhika Propitadewa

Paper 3 - Measuring Skill Acquisition and Retention: A Case Study of Math Fluency - Gert Janssenswillen, Seppe Van Daele and Marc Van Daele 

13:30 - 15:00

Chair: Gert Janssenswillen

Paper 4 - Evaluation of Study Plans using Partial Orders - Christian Rennert, Mahsa Pourbafrani and Wil van der Aalst. 


Paper 5 -  Constructive Alignment in Process Mining - Mitchel Brunings, Dirk Fahland and Boudewijn van Dongen.

Show & Tell - Celonis - Making OCPM available for everyone (in academia) - Angela-Sophia Gebert, Keisha Glori Natalia and Clemens Drieschner

15:30 - 17:00

Chair: Wil van der Aalst

Keynote - Challenges and Opportunities of LA, with a focus on Multimodality  - Daniel Spikol

Discussion

Closing


AWARDS

BEST PAPER AWARD

To be announced during the workshop. 

BEST STUDENT PAPER AWARD

To be announced during the workshop. 

Registration

This workshop is part of the International Conference on Process Mining (ICPM 2024) 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!