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TÍTULO: A Systematic Literature Review of Explainable Artificial Intelligence (XAI) for Interpreting Student Performance Prediction in Computer Science and STEM Education
AUTORES: Wan-Chong Choi; Chan-Tong Lam; Patrick Cheong-Iao Pang; António José Mendes ;
PUBLICAÇÃO: 2025, FONTE: 30th Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE 2025 in Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, VOLUME: 1
INDEXADO EM: Scopus CrossRef
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TÍTULO: An Empirical Study of Code Pattern Reuse and Pattern Preference Consistency in Novice Programmers
AUTORES: Philip S Lei; António José Mendes ; Chan-Tong Lam;
PUBLICAÇÃO: 2025, FONTE: 23rd International Conference on Web-Based Learning, ICWL 2024 was held in conjunction with the 9th International Symposium on Emerging Technologies for Education, SETE 2024 in Lecture Notes in Computer Science, VOLUME: 15589 LNCS
INDEXADO EM: Scopus CrossRef
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TÍTULO: Improving University Students' Learning of Programming Using Customised Pseudocode  Full Text
AUTORES: Lopez Garcia, Antonio; Urquiza Fuentes, Jaime; Mendes, Antonio Jose ; Caeiro Rodriguez, Manuel;
PUBLICAÇÃO: 2025, FONTE: COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, VOLUME: 33, NÚMERO: 4
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: Analyzing the Interpretability of Machine Learning Prediction on Student Performance Using SHapley Additive exPlanations
AUTORES: Wan Chong Choi; Chan-Tong Lam; Antonio Jose Mendes ;
PUBLICAÇÃO: 2024, FONTE: 13th IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2024 in 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2024 - Proceedings
INDEXADO EM: Scopus CrossRef
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TÍTULO: Challenges and Possibilities in Motivating Students to Learn Programming in Distance Education: A Systematic Mapping Study
AUTORES: de Almeida, Rosemary Borges; Gomes, Anabela; Mendes, Antonio Jose ;
PUBLICAÇÃO: 2024, FONTE: 15th IEEE Global Engineering Education Conference (IEEE EDUCON) in 2024 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE, EDUCON 2024
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: Enhance Learning Performance Predictions With Explainable Machine Learning  Full Text
AUTORES: Choi, Wan Chong; Lam, Chan Tong; Mendes, Antonio Jose ;
PUBLICAÇÃO: 2024, FONTE: 2024 Frontiers in Education Conference in 2024 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE
INDEXADO EM: Scopus WOS CrossRef: 1
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TÍTULO: Evolution of Motivational Factors during an Introductory Programming Course  Full Text
AUTORES: Garbin, Tania; Dainese, Carlos Alberto; Chan, Calana; Lei, Philip I. S.; Lam, Chan Tong; Gomes, Anabela; Mendes, Antonio Jose ;
PUBLICAÇÃO: 2024, FONTE: 2024 Frontiers in Education Conference in 2024 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: How Various Educational Features Influence Programming Performance in Primary School Education
AUTORES: Choi, Wan Chong; Lam, Chan Tong; Mendes, Antonio Jose ;
PUBLICAÇÃO: 2024, FONTE: 15th IEEE Global Engineering Education Conference (IEEE EDUCON) in 2024 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE, EDUCON 2024
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: Impact of Feedback Features on Students' Learning Strategies: A Systematic Literature Review  Full Text
AUTORES: Chan, Calana Mei Pou; Mendes, Antonio Jose ; Pang, Patrick Cheong Iao;
PUBLICAÇÃO: 2024, FONTE: 2024 Frontiers in Education Conference in 2024 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE
INDEXADO EM: Scopus WOS CrossRef
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TÍTULO: Investigating Students' Usage of Self-regulation of Learning Scaffoldings in a Computer-based Programming Learning Environment
AUTORES: Silva, Leonardo; Gomes, Anabela; Mendes, Antonio ;
PUBLICAÇÃO: 2024, FONTE: 55th ACM Technical Symposium on Computer Science Education (SIGCSE) in PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, VOLUME: 1
INDEXADO EM: Scopus WOS CrossRef
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