Personal profile
Biography
Lecturer in Computer Science.Researcher in the areas of Recommender Systems, Natural Language and Multimedia processing and analysis.
Research Interests
Recommender Systems. Natural Language Processing. Large Language Models.
Teaching Interests
Database Systems; Algorithms; Recommender Systems; Information Retrieval; Python Programming
Education/Academic qualification
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Accepting PhD Students
- Accepting PhD Students
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 4 Quality Education -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Algorithmic Transparency: The EU Digital Services Act and Young People’s Experiences of Online Platforms
Nyhan, M., Narula, P., Fox, I., Doherty, K., Dong, R., O’sullivan, B., Griffith, J. & Leavy, S., 2025, In: Proceedings of Machine Learning Research. 294Research output: Contribution to a Journal (Peer & Non Peer) › Conference article › peer-review
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Beyond Meme Templates: Limitations of Visual Similarity Measures in Meme Matching
Hazman, M., McKeever, S. & Griffith, J., 2025, 2025 14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025. Institute of Electrical and Electronics Engineers Inc., (2025 14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
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Beyond Parameter Counts: Benchmarking Similar-Sized Large Language Models for Next-Item Recommendation
Dheer, K., Corcoran, P. & Griffith, J., 2025, Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2025, Volume 1: KDIR, Marbella, Spain, October 22-24, 2025. Coenen, F., Nolle, L., Aveiro, D., Fernández-Breis, J. T., Masciari, E., Gruenwald, L., Bernardino, J. & Torres, R. (eds.). SCITEPRESS, p. 364-371 8 p.Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
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Vulnerable by Design: Reconsidering User Vulnerability and Recommender Systems
Nyhan, M., Griffith, J., Ruan, Q., Mai, T. T., Dong, R. & Leavy, S., 2025, In: CEUR Workshop Proceedings. 3989, p. 80-85 6 p.Research output: Contribution to a Journal (Peer & Non Peer) › Conference article › peer-review
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Exploring Multimodal Features for Sentiment Classification of Social Media Data
Biswas, S., Young, K. & Griffith, J., 2024, Proceedings of International Conference on Information Technology and Applications - ICITA 2023. Ullah, A., Anwar, S., Calandra, D. & Di Fuccio, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 527-537 11 p. (Lecture Notes in Networks and Systems; vol. 839).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
1 Citation (Scopus)
Activities
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Muzhaffar Hazman
Griffith, J. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Kavach Dheer
Griffith, J. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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Sumana Biswas
Griffith, J. (Primary Supervisor)
2024 → …Activity: Other › Current Postgraduates (Research) Supervised
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AICS 2010: 21st National Conference on Artificial Intelligence and Cognitive Science
Griffith, J. (Conference Organising Committee Member)
30 Aug 2010 → 1 Sep 2010Activity: Participating in or organising an event › Participating in a conference, workshop, ...