Titre : An Architecture Using Trace Clustering to Recommend a Learning Path: Definition of Process Mining and Recommender Layers 

Auteurs : Wiem Hachicha
, Leila Ghorbel
, Ronan Champagnat
, Corinne Amel Zayani
, Mourad Rabah
, Samuel Nowakowski,  

Revue : Open Journal in Information Systems Engineering 

Numéro : Issue 1 

Volume : 5 

Date : 2025/06/4 

DOI : 10.21494/ISTE.OP.2025.1300 

ISSN : 2634-1468 

Résumé : Educational information systems make it possible to observe learners’ learning traces and to carry out analyses of their behaviour or to predict their success. In this work, we study how Process Mining can be used in contextual recommender systems. We are focusing in particular on Trace Clustering, which aims to group together traces with similar dynamics. Our contributions concern the definition of an architecture for recommendation that uses Trace Clustering and the characterization of the learning styles of the identified groups. We validate our proposal on data collected from an introductory course in UI programming. 

Éditeur : ISTE OpenScience