A combined approach of process mining and rule-based AI for study planning and monitoring in higher education
This paper presents an approach of using methods of process mining and rule-based
artificial intelligence to analyze and understand study paths of students based on campus …
artificial intelligence to analyze and understand study paths of students based on campus …
Educational process mining for discovering students' problem-solving ability in computer programming education
Educational process mining is now a promising method to provide decision-support
information for the teaching–learning process via finding useful educational guidance from …
information for the teaching–learning process via finding useful educational guidance from …
Process mining on students' web learning traces: a case study with an ethnographic analysis
The study of learning processes can benefit from examining the digital traces left by students
while browsing educational platforms. In this work, we propose an analysis of how process …
while browsing educational platforms. In this work, we propose an analysis of how process …
Educational process mining for verifying student learning paths in an introductory programming course
EM Real, EP Pimentel, LV de Oliveira… - 2020 IEEE Frontiers …, 2020 - ieeexplore.ieee.org
This full paper of the research-to-practice category addresses the problem of organizing
instructional materials and assessment activities in e-learning courses and their effects on …
instructional materials and assessment activities in e-learning courses and their effects on …
Extracting rules from event data for study planning
In this study, we examine how event data from campus management systems can be used to
analyze the study paths of higher education students. The main goal is to offer valuable …
analyze the study paths of higher education students. The main goal is to offer valuable …
A metaverse-based student's spatiotemporal digital profile for representing learning situation
F Liu, Y Zhang, L Zhao, Q Dai, X Liu… - 2022 8th International …, 2022 - ieeexplore.ieee.org
In recent years, the metaverse becomes a promising method to provide an intelligent
teaching platform for the teaching-learning process. Existing teaching evaluation methods …
teaching platform for the teaching-learning process. Existing teaching evaluation methods …
Analysis of learning behavior in a programming course using process mining and sequential pattern mining
This full paper of the research-to-practice category addresses the problem of discovering
patterns in students' learning paths in an introductory programming course. Student …
patterns in students' learning paths in an introductory programming course. Student …
Process mining methodology for digital processes under smart campus concept
Digital transformation affects universities as well as many industries. Universities are
increasingly using various digital resources and systems to manage their knowledge. The …
increasingly using various digital resources and systems to manage their knowledge. The …
Extracting Rules from Event Data for Study Planning
G Park, H Helal, G Lakemeyer… - … , Rome, Italy, October …, 2024 - books.google.com
In this study, we examine how event data from campus management systems can be used to
analyze the study paths of higher education students. The main goal is to offer valuable …
analyze the study paths of higher education students. The main goal is to offer valuable …
Análise dos resultados de insucesso escolar com o suporte de mineração de processos educacionais
A análise dos resultados de aprendizagem dos estudantes, a partir dos instrumentos de
avaliação, é essencial para retroalimentar o processo de ensino-aprendizagem. No entanto …
avaliação, é essencial para retroalimentar o processo de ensino-aprendizagem. No entanto …