Staff profile

Shauna Concannon is an assistant professor in Computer Science (Digital Humanities) at Durham University, with research interests in computational linguistics, social interaction and human-computer interaction. Shauna’s work focuses on socio-technical understandings and ethical implications of technologies. Taking an interdisciplinary approach, their work explores how information is communicated and how knowledge is linguistically encoded in an increasingly technologically-mediated society. 

Much of their work focuses on natural language processing applications such as text classification and dialogue systems. This encompasses studies of how information and opinion are shared and negotiated online, through to studies of how humans interact with AI systems. A current area of interest is the linguistic expression of harmful bias and prejudice in textual datasets, and what this means for developing equitable and socially just processes and systems.

Shauna started her academic life in the humanities, completing a masters in modernist literature at the University of Oxford before completing a PhD on deliberation in computer-mediated dialogue in the Computational Linguistics Lab, Queen Mary University of London. More recently, they completed postdoctoral research at the Universities of Cambridge, York and Newcastle, working on inequities and bias in language-based AI systems, intersectional approaches to data science and interactive video for human-data engagement.

• Computational social science
• Dialogue systems and conversational AI
• Digital Humanities
• Disagreement and conflict
• Disinformation / misinformation
• Empathy and emotion
• Feminist approaches to data science
• Generative AI
• Human-Computer Interaction
• Natural Language Processing
• Online deliberation and argumentation
• Online harms
• Participatory and human centred approaches
• Pragmatics
• Semantics
• Societal and ethical impacts of emerging technologies
• Sociolinguistics

Chapter in book

• Herrero, M., & Concannon, S. (2024). Toward a framework for Responsible AI in storytelling for nonprofit fundraising. In G. Ugazio, & M. Maricic (Eds.), . Routledge. https://doi.org/10.4324/9781003468615-11

Conference Paper

• Dow, A., Montague, K., Concannon, S., & Vines, J. (2022, December). Scaffolding Young People's Participation in Public Service Evaluation through Designing a Digital Feedback Process. Presented at Designing Interactive Systems Conference
• Concannon, S., Rajan, N., Shah, P., Smith, D., Ursu, M., & Hook, J. (2020, December). Brooke Leave Home: Designing a Personalized Film to Support Public Engagement with Open Data. Presented at Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
• Ursu, M., Smith, D., Hook, J., Concannon, S., & Gray, J. (2020, December). Authoring Interactive Fictional Stories in Object-Based Media (OBM). Presented at ACM International Conference on Interactive Media Experiences
• Concannon, S. J., Balaam, M., Simpson, E., & Comber, R. (2018, December). Applying Computational Analysis to Textual Data from the Wild. Presented at Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems
• Concannon, S., Purver, M., & Healey, P. (2017, December). Opening Up and Closing Down Discussion: Experimenting with Epistemic Status in Conversation. Presented at 39th annual Meeting of the Cognitive Science Society (CogSci 2017)., London
• Concannon, S., Healey, P., & Purver, M. (2016, December). How Natural is Argument in Natural dialogue?. Presented at In The 16th Workshop on Computational Models of Natural Argument, at IJCAI, New York
• Concannon, S., Purver, M., & Healey, P. (2015, December). Taking a Stance: a Corpus Study of Reported Speech. Presented at SemDial 2015 (goDIAL), Gothenburg, Sweden
• Concannon, S., Healey, P., & Purver, M. (2015, December). Shifting Opinions: Experiments on Agreement and Disagreement in Dialogue. Presented at SemDial 2015 (goDIAL), Gothenburg, Sweden
• Myketiak, C., Concannon, S., & Curzon, P. (2015, December). New/s Design: Informing Future Design Processes by Understanding Media Reporting of Medical Errors with Medical Devices [invited paper]. Presented at Proceedings of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare - 'Transforming healthcare through innovations in mobile and wireless technologies'
• Concannon, S., & Purver, M. (2014, December). Inferring Cultural Preference of Arts Audiences Through Twitter Data. Presented at Digital Intelligence, Nantes

Journal Article

• Concannon, S., & Tomalin, M. (2023). Measuring perceived empathy in dialogue systems. AI and Society, https://doi.org/10.1007/s00146-023-01715-z
• Chubb, J., Missaoui, S., Concannon, S., Maloney, L., & Walker, J. A. (2022). Interactive storytelling for children: A case-study of design and development considerations for ethical conversational AI. International Journal of Child-Computer Interaction, 32, https://doi.org/10.1016/j.ijcci.2021.100403
• Baker, H., Concannon, S., Meller, M., Cohen, K., Millington, A., Ward, S., & So, E. (2022). COVID-19 and Science Advice on the ‘Grand Stage’: The Metadata and Linguistic Choices in a Scientific Advisory Groups’ Meeting Minutes. Humanities and Social Sciences Communications, 9, Article 465. https://doi.org/10.1057/s41599-022-01403-1
• Baker, H., Concannon, S., & So, E. (2022). Information sharing practices during the COVID-19 pandemic: A case study about face masks. PLoS ONE, 17(5), https://doi.org/10.1371/journal.pone.0268043
• Tomalin, M., Byrne, B., Concannon, S., Saunders, D., & Ullmann, S. (2021). The practical ethics of bias reduction in machine translation: why domain adaptation is better than data debiasing. Ethics and Information Technology, 23(3), https://doi.org/10.1007/s10676-021-09583-1
• Myketiak, C., Concannon, S., & Curzon, P. (2017). Narrative perspective, person references, and evidentiality in clinical incident reports. Journal of Pragmatics, 117, https://doi.org/10.1016/j.pragma.2017.06.018