Publicaciones (172) Publicaciones de OLGA C. SANTOS

2024

  1. Exploring raw data transformations on inertial sensor data to model user expertise when learning psychomotor skills

    User Modeling and User-Adapted Interaction, Vol. 34, Núm. 4, pp. 1283-1325

  2. Exploring the Impact of Partial Occlusion on Emotion Classification From Facial Expressions: A Comparative Study of XR Headsets and Face Masks

    IEEE Access, Vol. 12, pp. 44613-44627

  3. Harmonizing Ethical Principles: Feedback Generation Approaches in Modeling Human Factors for Assisted Psychomotor Systems

    UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization

  4. Mastering Mind and Movement. ACM UMAP 2024 Tutorial on Modeling Intelligent Psychomotor Systems (M3@ACM UMAP 2024)

    UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization

  5. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Preface

    Communications in Computer and Information Science

  7. Preface

    Communications in Computer and Information Science

  8. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Designing, Building and Evaluating Intelligent Psychomotor AIED Systems (IPAIEDS@AIED2023)

    Communications in Computer and Information Science

  2. Exploring cognitive models to augment explainability in Deep Knowledge Tracing

    UMAP 2023 - Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization

  3. Intelligent systems for psychomotor learning: A systematic review and two cases of study

    Handbook of Artificial Intelligence in Education (Edward Elgar Publishing Ltd.), pp. 390-421

  4. Towards Analyzing Psychomotor Group Activity for Collaborative Teaching Using Neural Networks

    Communications in Computer and Information Science

  5. Towards Human-Centric Psychomotor Recommender Systems

    UMAP 2023 - Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization

2022

  1. Ethics of AI in Education: Towards a Community-Wide Framework

    International Journal of Artificial Intelligence in Education, Vol. 32, Núm. 3, pp. 504-526

  2. Towards Personalised Learning of Psychomotor Skills with Data Mining

    Proceedings of the 15th International Conference on Educational Data Mining, EDM 2022

2021

  1. A Time-Aware Approach to Detect Patterns and Predict Help-Seeking Behaviour in Adaptive Educational Systems

    Proceedings of the 14th International Conference on Educational Data Mining, EDM 2021

  2. KUMITRON: A Multimodal Psychomotor Intelligent Learning System to Provide Personalized Support when Training Karate Combats

    CEUR Workshop Proceedings

  3. KUMITRON: Artificial intelligence system to monitor karate fights that synchronize aerial images with physiological and inertial signals

    International Conference on Intelligent User Interfaces, Proceedings IUI

  4. Punch Anticipation in a Karate Combat with Computer Vision

    UMAP 2021 - Adjunct Publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization

  5. Toward modeling psychomotor performance in karate combats using computer vision pose estimation

    Sensors, Vol. 21, Núm. 24