[HTML][HTML] Process-related user interaction logs: state of the art, reference model, and object-centric implementation

L Abb, JR Rehse - Information Systems, 2024 - Elsevier
User interaction (UI) logs are high-resolution event logs that record low-level activities
performed by a user during the execution of a task in an information system. Each event in …

A reference data model for process-related user interaction logs

L Abb, JR Rehse - International Conference on Business Process …, 2022 - Springer
User interaction (UI) logs are high-resolution event logs that record low-level activities
performed by a user during the execution of a task in an information system. Each event in a …

Aplicaciones de la Inteligencia Artificial en técnicas de minería de procesos

A Rodríguez, VFR Castro… - Serie Científica de la …, 2021 - dialnet.unirioja.es
Aplica minerí Applic techni aciones ía de p cations ical s de proceso s of A la Inte os Artificia
eligenc al Inte cia Art elli Page 1 ISSN: 2306-24 http://publica Grupo Editor Tipo de ar Aplica …

Educational process mining for discovering students' problem-solving ability in computer programming education

F Liu, L Zhao, J Zhao, Q Dai, C Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Educational process mining is now a promising method to provide decision-support
information for the teaching–learning process via finding useful educational guidance from …

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 …

Software development process mining: Discovery, conformance checking and enhancement

J Caldeira, FB e Abreu - … on the Quality of Information and …, 2016 - ieeexplore.ieee.org
Software development has become a fundamental process on any business or organization.
As a consequence, together with other emergent technologies, new development platforms …

Unveiling process insights from refactoring practices

J Caldeira, FB e Abreu, J Cardoso… - Computer Standards & …, 2022 - Elsevier
Context: Software comprehension and maintenance activities, such as refactoring, are said
to be negatively impacted by software complexity. The methods used to measure software …

Incremental and interpretable learning analytics through fuzzy hoeffding decision trees

G Casalino, P Ducange, M Fazzolari… - International Workshop on …, 2022 - Springer
Artificial Intelligence-based methods have been thoroughly applied in various fields over the
years and the educational scenario is not an exception. However, the usage of the so-called …

[PDF][PDF] Fuzzy Hoeffding Decision Trees for Learning Analytics.

G Casalino, P Ducange, M Fazzolari, R Pecori - OLUD@ WCCI, 2022 - iris.cnr.it
Abstract Virtual Learning Environments (VLEs) are online educational platforms that
combine static educational content with interactive tools to support the learning process …

Explainable fuzzy models for learning analytics

G Casalino, G Castellano, G Zaza - International Conference on Intelligent …, 2022 - Springer
Learning Analytics has been widely used to enhance the educational field employing
Artificial Intelligence. However, explanations of the data processing have become …