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TITLE: A Systematic Literature Review of Explainable Artificial Intelligence (XAI) for Interpreting Student Performance Prediction in Computer Science and STEM Education
AUTHORS: Choi, Wan Chong; Lam, Chan Tong; Pang, Patrick Cheong Iao; Mendes, Antonio Jose ;
PUBLISHED: 2025, SOURCE: 30th Conference on Innovation and Technology in Computer Science Education-ITICSE-Annual in PROCEEDINGS OF THE 30TH ACM CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION VOL 1, ITICSE 2025, VOLUME: 1
INDEXED IN: Scopus WOS CrossRef: 1
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TITLE: An Empirical Study of Code Pattern Reuse and Pattern Preference Consistency in Novice Programmers
AUTHORS: Philip S Lei; António José Mendes ; Chan-Tong Lam;
PUBLISHED: 2025, SOURCE: 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
INDEXED IN: Scopus CrossRef
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TITLE: Bridging Syntax and Problem Solving: Educators’ Perspectives on Pattern-oriented Intelligent Programming Tutor
AUTHORS: Philip I.S Lei; António José Mendes ; Chan-Tong Lam;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
INDEXED IN: CrossRef
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TITLE: Empowering Engagement with Learning Analytics-Based Feedback for Programming Education
AUTHORS: Calana Mei-Pou Chan; Un Hong Wong; Chi Kin Lam; Patrick Cheong-Iao Pang; António José Mendes ;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
INDEXED IN: CrossRef
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TITLE: Improving University Students' Learning of Programming Using Customised Pseudocode  Full Text
AUTHORS: Lopez Garcia, Antonio; Urquiza Fuentes, Jaime; Mendes, Antonio Jose ; Caeiro Rodriguez, Manuel;
PUBLISHED: 2025, SOURCE: COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, VOLUME: 33, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef
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TITLE: Integrating AI with Robotics in K-12 Education for Programming Learning: A Systematic Review
AUTHORS: Iek Chong Choi; Wan Chong Choi; Biyun Huang; Patrick Cheong-Iao Pang; António José Mendes ;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
INDEXED IN: CrossRef
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TITLE: Learning Function with Lightbot: A Study on Influencing Students’ Empowerment and Interest in Programming for K-12 Education
AUTHORS: Wan Chong Choi; Iek Chong Choi; Anita Sok I Ng; Chan Tong Lam; Anabela Gomes; António José Mendes ;
PUBLISHED: 2025, SOURCE: 2025 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
INDEXED IN: CrossRef
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TITLE: Learning Styles in Computer Science: A Cross-National Study of First-Year Students
AUTHORS: Anabela Gomes; Nuno Gil Fonseca; Philip I.S Lei; Cahn Tong Lam; Calana Chan; Geraldo Nhadumbuque; Maria José Marcelino; Leonardo Soares; António José Mendes ;
PUBLISHED: 2025, SOURCE: 2025 IEEE Frontiers in Education Conference (FIE)
INDEXED IN: CrossRef
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TITLE: S2SM - Scaffolded 2-Spiral Model for Programming Learning
AUTHORS: Adorilson Bezerra De Araújo; António José Mendes ; Nuno Miguel Gil Fonseca;
PUBLISHED: 2025, SOURCE: 2025 International Symposium on Computers in Education (SIIE)
INDEXED IN: CrossRef
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TITLE: Analyzing the Interpretability of Machine Learning Prediction on Student Performance Using SHapley Additive exPlanations
AUTHORS: Wan Chong Choi; Chan-Tong Lam; Antonio Jose Mendes ;
PUBLISHED: 2024, SOURCE: 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
INDEXED IN: Scopus CrossRef
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