Personal profile
Biography
Dr Seppälä is a Lecturer in Business Analytics in the Department of Business Information Systems. She specialises in Natural Language Processing (NLP), applied ontology, terminology, and corpus studies with applications in linguistics, legal informatics, biomedical informatics, and education. She teaches business data analysis and visualisation, and Python for business analytics to postgraduate students in the MSc Business Analytics programme, as well as introduction to programming with Python to first-year Business Information Systems students.
Her research focuses on developing AI technologies that combine Large Language Models and other NLP techniques with curated ontologies to enhance data quality, transparency and trustworthiness in information systems. She currently leads the AI-LIEN project, which uses AI-powered technologies for learning analytics, and collaborates on projects investigating the impact of AI on organisations and legislative review. Her research has resulted in 43 publications in outlets of international standing and 27 open-source research artefacts, and she has secured approximately €500,000 through competitive research grants.
Dr Seppälä was previously a Marie Skłodowska-Curie Career-FIT Fellow (2019-2022) at UCC investigating NLP methods for a computer-assisted definition authoring system for legal experts in partnership with a RegTech company. She worked as a Senior Postdoctoral Researcher at UCC's Governance, Risk and Compliance Technology Centre (2017-2019), and conducted postdoctoral research in biomedical informatics and applied ontology at the University of Florida (2016-2017) and the State University of New York at Buffalo (2012-2016). She holds a PhD in Multilingual Information Processing from the University of Geneva (2012) and a Postgraduate Certificate in Teaching and Learning in Higher Education from UCC (2022).
Dr Seppälä serves on the editorial board of Applied Ontology (IOS Press) and as Communication Co-officer and Substitute Auditor for the International Association for Ontology and its Applications (IAOA). She actively contributes to her academic community by serving as a reviewer for journals including the European Journal of Information Systems and Terminology, and regularly participates in programme committees for international conferences focused on computational linguistics, natural language processing, applied ontology, and financial technology applications. She co-supervises two PhD students in the areas of accessibility of mobile banking applications, and Information Systems, Explainable AI, NLP and Applied Ontology. She actively contributes to UCC through the development of the CUBS Canvas Template and her membership in the CUBS Digital Learning & Teaching Committee.
Research Interests
- AI
- Applied Ontology
- Natural Language Processing
- Impact of AI in Organisations
- Learning Analytics
Research Grants
|
Funding Body |
Title |
Period |
Award |
| Strategic Alignment of Teaching and Learning Enhancement (SATLE) Fund 2024 |
AI-Learning Insight and Engagement Navigator (AI-LIEN) | 2024-06 to 2025-06 | EUR 14,837 |
| Horizon Europe Marie Skłodowska-Curie Career FIT Fellowship, Enterprise Ireland | RegDef: A Computer-assisted Definition Authoring and Formalisation System for Legal Experts | 2019-02 to 2022-01 | EUR 228,975 |
| Swiss National Science Foundation | Consolidating the Ontological Analysis Framework for Future Applications: Follow-Up Project to "Reciprocal Enhancement of Terminological and Ontological Resources Through Definition Analysis" | 2014-09-01 to 2015-08-31 | CHF 48,198 |
| Swiss National Science Foundation | Reciprocal Enhancement of Terminological and Ontological Resources Through Definition Analysis | 2013-09-01 to 2014-08-31 | CHF 47,792 |
| Swiss National Science Foundation | Ontological Models for Feature Selection in Definition Writing for Terminological and Ontological Resources | 2012-09-01 to 2013-08-31 | CHF 47,891 |
| Swiss National Science Foundation | Conceptual Aspects of Definitions in Terminology | 2007-10-01 to 2008-06-30 | CHF 34,520 |
Current PhD Students
| Student Name | Supervision Period |
| Philip O'Sullivan | 2025-2030 |
| Shok Shama | 2023-2028 |
| Pilar Hidalgo León | 2020-present |
Teaching Activities
2025-2026
- IS1110: Introduction to Programming for BIS 1
- IS1111: Introduction to Programming for BIS 2
- IS6051: Business Data Analysis and Visualisation
- IS6061: Python for Business Analytics
External positions
Postdoctoral Associate, University of Florida
8 Apr 2016 → 30 Aug 2017
Postdoctoral Visiting Scholar , SUNY Buffalo
1 Sep 2012 → 7 Apr 2016
Research Engineer, Aix Marseille University
1 Apr 2012 → 14 Aug 2012
Researcher, Aix Marseille University
1 Mar 2011 → 28 Feb 2012
Visiting Scholar, University of Pittsburgh
1 Jan 2008 → 30 Jun 2008
Scientific Collaborator, University of Rennes
1 Oct 2007 → 31 Dec 2007
Teaching and Research Assistant, University of Geneva
1 Oct 2001 → 30 Sep 2007
UCC Futures (primary)
- Artificial Intelligence and Data Analytics
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 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 16 Peace, Justice and Strong Institutions
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SDG 17 Partnerships for the Goals
Fingerprint
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Collaborations and top research areas from the last five years
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AI-LIEN: AI-Learning Insight and Engagement Navigator
Seppälä, S., Daly, R., Kallurwar, S., Gopinath, S. & Sammon, D., 4 Dec 2025, 1 p. University College Cork.Research output: Other output
Open AccessFile -
A Review of Ireland's Legislative Compliance With the Convention on the Rights of the Child: A report submitted to the Department of Children, Disability and Equality
Kilkelly, U., Hood, E. G., Koning, L., Lynch, N., Raissian, C., Seppälä, S. & Woodworth, S., 1 Aug 2025Research output: Book/Report › Commissioned report › peer-review
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Ontology Summit 2021 Communiqué: Ontology generation and harmonization
Baclawski, K., Bennett, M., Berg-Cross, G., Dickerson, L., Schneider, T., Seppälä, S., Sharma, R., Sriram, R. D. & Westerinen, A., 2022, In: Applied Ontology. 17, 2, p. 233-248 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
AI-Capability Assessment Model
Butler, T., Espinoza, A. & Seppälä, S., 2021Research output: Other output › peer-review
Activities
- 1 Editorial work
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Applied Ontology (Journal)
Seppala, S. (Editor)
2019 → …Activity: Publication peer-review and editorial work › Editorial work