Dr Ella Haig
Biography
I am an Associate Professor of Artificial Intelligence at the University of Portsmouth, UK. During my PhD, I was based at the London Knowledge Lab and I obtained a PhD in Computer Science from Birkbeck College, University of London. I also hold an MSc by Research in Learning Technologies from the National College of Ireland and a Postgraduate Certificate in Learning and Teaching in Higher Education from the University of Portsmouth.
My research interests are in Intelligent Systems in general and user-adaptive systems in particular, User Modelling and Personalisation, data mining and knowledge discovery, decision support, and motivation and affect.
Research interests
- Intelligent Systems in general and user-adaptive systems in particular;
- User Modelling and Personalisation - developing techniques for modelling users and for adaptation/personalisation
- Data mining and knowledge discovery
- Decision support
- Motivation and affect - modelling of motivation and other affective characteristics; adaptation to the affective characteristics of the user
Research outputs
2025
MIST: Multimodal emotion recognition using DeBERTa for text, Semi-CNN for speech, ResNet-50 for facial, and 3D-CNN for motion analysis
Boitel, E. J. P., Haig, E., Mohasseb, A.
14 Jan 2025, In: Expert Systems with Applications
2024
Sentiment and objectivity in Iranian state-sponsored propaganda on Twitter
Barrows, M., Conduit, D., Haig, E.
4 Apr 2024, In: IEEE Transactions on Computational Social Systems. 11, 2, p. 2359-2368, 10p.