Research

University of Waterloo

Graduate Research Student
Sep 2022 - Present, Waterloo, ON, Canada

My current area of research is the application of natural language processing (NLP) methods, including large language models, for analyzing design activity. I am co-supervised by Professor Frank Safayeni and Professor Ada Hurst.

Socio Cognitive Lab

Research Associate
Dec 2020 - May 2022, Dhaka, Bangladesh

I conducted research in natural language processing, social media mining, and social computing, focusing on data collection, analysis, and machine learning model development.

Publications

Peer-reviewed Journal Papers

[J.1] Sakib, A. S., Mukta, M. S. H., Huda, F. R., Islam, A. N., Islam, T., & Ali, M. E. (2021). Identifying Insomnia from Social Media Posts: Psycholinguistic Analyses of User Tweets, Journal of Medical Internet Research, 23(12):e27613. [IF-5.8] [DOI:10.2196/27613]

Peer-reviewed Conference Papers

[C.1] Sakib, A. S., Hurst, A., & Safayeni, F. (2024, July). Towards AI-Assisted Protocol Analysis in Design Research: Automating Question Labelling with GPT-4 According to Eris’(2004) Taxonomy. In International Conference on-Design Computing and Cognition (pp. 38-55). Cham: Springer Nature Switzerland. [DOI:10.1007/978-3-031-71918-9_3] [GitHub]

[C.2] Mukta, M. S. H., Sakib, A. S., Islam, M. A., Ali, M. E., Ahmed, M., & Rifat, M. A. (2021). Friends’ Influence Driven Users’ Value Change Prediction from Social Media Usage. Presented at SBP-BRiMS (2021).