Publicaciones (164) Publicaciones de OLGA C. SANTOS

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

  6. Towards Exploring Stress Reactions in Teamwork using Multimodal Physiological Data

    CEUR Workshop Proceedings

2020

  1. Special Section on Data Capture and Analysis to Support Learning Engagement

    IEEE Transactions on Learning Technologies

2019

  1. ACM UMAP 2019 chairs' welcome

    ACM UMAP 2019 Adjunct - Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization

  2. ACM UMAP 2019 chairs' welcome

    ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization

  3. Artificial Intelligence in Psychomotor Learning: Modeling Human Motion from Inertial Sensor Data

    International Journal on Artificial Intelligence Tools, Vol. 28, Núm. 4

  4. Can Aikido Help with the Comprehension of Physics? A First Step towards the Design of Intelligent Psychomotor Systems for STEAM Kinesthetic Learning Scenarios

    IEEE Access, Vol. 7, pp. 176458-176469

  5. Impact of physiological signals acquisition in the emotional support provided in learning scenarios

    Sensors (Switzerland), Vol. 19, Núm. 20

  6. Intelligent framework for learning physics with aikido (martial art) and registered sensors

    Sensors (Switzerland), Vol. 19, Núm. 17