Projects per year
Personal profile
Research interests
I am interested in natural language processing, both in humans and in computational systems.
My most recent research projects were in the area of psycholinguistics, including studies on language acquisition, particularly semantic memory consolidation, using both behavioural and EEG methodology. I have also investigated generalisation of linguistic knowledge when reading aloud in complex writing systems (such as English), using both empirical and computational methods.
My current work revolves around sentiment analysis, with the aim to uncover commonly used computational methods, areas of application and quality of research in this field.
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Sentiment Analysis Phase 2
Hinds, J. (PI), Davidson, B. (CoI) & Ayravainen, L. (Researcher)
1/09/23 → 30/06/25
Project: Central government, health and local authorities
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Sentiment Analysis Using Dialogue Data: A Taxonomy of Literature
Ayravainen, L., Hinds, J. & Davidson, B., 7 Jan 2025, Proceedings of the 58th Hawaii International Conference on System Sciences. Bui, T. X. (ed.). University of Hawaii Press, p. 2306-2315 10 p. (Proceedings of the International Conference on System Sciences).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access -
Platform-controlled social media APIs threaten Open Science
Davidson, B., Wischerath, D., Racek, D., Parry, D. A., Godwin, E., Hinds, J., van der Linden, D., Roscoe, J. F., Ayravainen, L. & Cork, A., 2 Nov 2023, In: Nature Human Behaviour. 4 p.Research output: Contribution to journal › Comment/debate › peer-review
Open AccessFile18 Citations (SciVal)159 Downloads (Pure) -
Sentiment Analysis in Digital Spaces: An Overview of Reviews
Ayravainen, L. E. M., Hinds, J. & Davidson, B. I., 30 Oct 2023, (Submitted) arXiv.Research output: Working paper / Preprint › Preprint
File71 Downloads (Pure)