Personal profile
Research areas
I am an Assistant Professor at the University of Southern Denmark. Formed in Canada, Denmark, Sweden, and Belgium, I hold a Ph.D. summa cum laude in Cognitive Computing and a Masters in Philosophy, both from the University of Quebec in Montreal, as well as a Bachelor's degree in Political Science from the University of Montreal. Both as postdoc and data scientist, I also worked for various organisations interested in various aspects of scholarly communication.
Grounded in computational linguistics and in the philosophy and sociology of science and information, my research takes a simultaneously descriptive, explanatory, evaluative, and ameliorative perspective on scholarly communication, considered both as an object of study and as a methodological resource. On one hand, I rely on various theoretically-informed and computationally-assisted methods to study the dynamics of knowledge production, diffusion, and evaluation within and beyond the scholarly community. On the other, I use scholarly digital footprints as ground truth and benchmark material to help design, train, evaluate, and improve the tools and procedures used to analyse scholarly activity, from the factors that drive it to its local and global repercussions.
Research areas
- Quantitative Science Studies
- Computational Linguistics
- Computational Social Science
- Information Science
Education/Academic qualification
Cognitive Computing, Ph.D., The road to direction: Assessing the impact of road asymmetry on street network small-worldness, Université du Québec à Montréal
4. Sept 2008 → 15. Apr 2015
Award Date: 29. Sept 2015
Philosophy, M.A., Synchronization and Cadence, Université du Québec à Montréal
1. Jan 2001 → 4. Jan 2008
Award Date: 4. Jan 2008
Political Science, B.Sc., University of Montreal
1. Sept 1997 → 1. May 2000
Award Date: 1. May 2000
Current external positions
Member, Chaire de recherche du Québec sur la découvrabilité des contenus scientifiques en français
1. Feb 2025 → …
Visiting Scholar, Dansk Center for Forskningsanalyse
1. Feb 2024 → …
Member, UNESCO Chair on Open Science
1. Feb 2024 → …
Keywords
- Sociology of Science
- Science Studies
- Quantitative Methods
- Scientometrics
- Language and IT
- Natural Language Processing
- Scientific Computing
- Computational Social Science
- Philosophy of Science
Fingerprint
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Collaborations and top research areas from the last five years
Research output
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Beyond the Boundaries of Research Fields-Mapping Educational Science in the Broader Academic Discourse about Artifical Intelligence
Rehm, M., Sun, Z. & Sainte-Marie, M. H., Aug 2025, Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025). Abbas, M., Yousef, T. & Galke, L. (eds.). Association for Computational Linguistics (ACL), p. 208-213Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile4 Downloads (Pure) -
Evaluating the linguistic coverage of penAlex: an assessment of metadata accuracy and completeness
Céspedes, L., Kozlowski, D., Pradier, C., Sainte-Marie, M. H., Shokida, N. S., Benz, P., Poitras, C., Ninkov, A. B., Ebrahimy, S., Ayeni, P., Filali, S., Li, B. & Larivière, V., Jun 2025, In: Journal of the Association for Information Science and Technology . 76, 6, p. 884-895Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile172 Downloads (Pure) -
Sorting the Babble in Babel: Assessing the Performance of Language Detection Algorithms on the OpenAlex Database
Sainte-Marie, M. H., Kozlowski, D., Céspedes, L. & Larivière, V., 5. Feb 2025, (Submitted) In: Journal of the Association for Information Science and Technology .Research output: Contribution to journal › Journal article › Research › peer-review
File29 Downloads (Pure) -
A mixed-methods investigation into impact of motivation type on adherence and effect in iCBT for binge eating disorder.
Sainte-Marie, T. T. H., Sainte-Marie, M. H., Jensen, E. K., Runge, E., Linnet, J., Lichtenstein, M. B. & Tarp, K. H., 19. Jul 2023, In: European Psychiatry. 66, S1, p. S461 1 p.Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
Open Access -
An analysis of patient motivation for seeking online treatment for binge eating disorder—A mixed methods study combining systematic text condensation with sentiment analysis
Holmberg, T. T., Sainte-Marie, M., Jensen, E. K., Linnet, J., Runge, E., Lichtenstein, M. B. & Tarp, K., 4. Nov 2022, In: Frontiers in Psychiatry. 13, 16 p., 969115.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile121 Downloads (Pure)