TY - JOUR
T1 - Discovery and Analysis of the Teaching/Learning Processes using Process Mining Techniques
AU - Calderón-Ruiz, Guillermo
AU - Caytuiro-Silva, Nicolás
AU - Lazarte-Díaz, Claudia
AU - Urrutia-Quequezana, Gonzalo
N1 - Publisher Copyright:
© 2022 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
PY - 2023
Y1 - 2023
N2 - Normally it is assumed that the improvement of the teaching-learning process lies in the insertion of new techniques, methods, or technology in the process; but the human factor is left aside, mainly the teacher, perhaps assuming that he/she is properly trained. We want to investigate the relationship between the activities carried out by the teacher and the level of learning achieved, but we want to do it automatically, therefore, as a first step, it is necessary to identify what the teacher does and how it is related to the level of learning. In this paper, we applied Process Mining techniques to discover (model) and analyze the teaching-learning process in higher education automatically, and the results show that it is possible.
AB - Normally it is assumed that the improvement of the teaching-learning process lies in the insertion of new techniques, methods, or technology in the process; but the human factor is left aside, mainly the teacher, perhaps assuming that he/she is properly trained. We want to investigate the relationship between the activities carried out by the teacher and the level of learning achieved, but we want to do it automatically, therefore, as a first step, it is necessary to identify what the teacher does and how it is related to the level of learning. In this paper, we applied Process Mining techniques to discover (model) and analyze the teaching-learning process in higher education automatically, and the results show that it is possible.
KW - Analysis
KW - Discovery
KW - Learning
KW - Process mining
KW - Teaching
UR - http://www.scopus.com/inward/record.url?scp=85150182492&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85150182492
SN - 1613-0073
VL - 3353
SP - 59
EP - 68
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 2022 International Congress of Trends in Educational Innovation, CITIE 2022
Y2 - 8 November 2022 through 10 November 2022
ER -