Research output per year
Research output per year
Personal profile
Personal information
Ricardo Santos graduated twice from the University of Coimbra: first in Biochemistry and then in Economics. He is currently completing his Master's thesis in Data Science and Advanced Analytics at NOVA IMS. His current interests range from Econometrics to Machine Learning in education.
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Collaborations and top research areas from the last five years
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ChatGPT in exam rooms: preliminary insights into student performance with and without AI assistance
Pesovski, I., Santos, R., Henriques, R. & Trajkovik, V., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 5908-5914 7 p. (EDULEARN24 Proceedings; no. 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile13 Downloads (Pure) -
Generative AI for Customizable Learning Experiences
Pesovski, I., Santos, R. M., Henriques, R. & Trajkovik, V., 5 Apr 2024, In: Sustainability. 16, 7, p. 1-23 23 p., 3034.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Citations (Scopus)37 Downloads (Pure) -
Predicting bootcamp success: using regression to leverage preparatory course data for tech career transitions
Santos, R., Pesovski, I., Henriques, R. & Trajkovik, V., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 6181-6190 10 p. (EDULEARN24 Proceedings; no. 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile15 Downloads (Pure) -
Using early clickstream data to identify at-risk students in higher education: an LSTM-based approach
Santos, R. & Henriques, R., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 6216-6225 10 p. (EDULEARN24 Proceedings; no. 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile22 Downloads (Pure) -
Accurate, timely, and portable: Course-agnostic early prediction of student performance from LMS logs
Santos, R. M. & Henriques, R., 1 Jan 2023, In: Computers and Education: Artificial Intelligence. 5, p. 1-15 15 p., 100175.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)36 Downloads (Pure)