Personal profile
Biography
Dr Conor Hayes is a senior lecturer in the School of Computer Science, NUI Galway. Dr Hayes graduated from Trinity College Dublin in 2004 with PhD in Artificial Intelligence.From 2004 to 2007, Dr Hayescarried out his postdoctoral research at the Augmented intelligence Group at the a target=_blank rel=nofollow href=https:ict.fbk.euBruno Kessler Institute in Trento, Italy. Between 2007 and 2012, he was a senior research fellow at theDigital Enterprise Research Institute (DERI)at NUI Galway, where he founded the research unit for Information Mining and Retrieval (UIMR). From 2015 to 2018, Dr Hayes was the programme director for the MScDiploma in Computer Science (Data Analytics) at NUI Galway. From 2018 to 2019 he was programme director for the online MSc in Computer Science (Artificial Intelligence) - overseeing the funding acquisition and development of this new programme.Dr Hayes has published over 100 articles in peer-reviewed journals, books and conferences in the fields of Artificial Intelligence and Data analytics. He is a programme committee member for the leading conferences in Artificial Intelligence and Data Analytics such as International Joint Conferences on Artificial Intelligence IJCAI (distinguished reviewer), AAAI Conference on Artificial Intelligence, World Wide Web Conference (WWW), ACM Recommender Systems (RecSys), International Conference on Web and Social Media (ICWSM). Since joining NUI Galway, Dr Hayeshas been responsible for acquiring and executing research and programme development grants of over 4,300,000.
Research Interests
Web Science, Network Science, Web and Data Mining, Data Visualisation, Data Visualization, Dynamic Graph and Network Analysis, Much of my work fits into the Web Science and Web mininganalytics paradigm -- analysing and modeling the Web as a socio-technical system to understand how it can be developed for the future.
Teaching Interests
Technology-enhanced learning Techniques for effective online content delivery Identifying and teaching with threshold concepts
Education/Academic qualification
B.A., M.Sc., Ph.D.
External positions
External Examiner, Maynooth University
1 Sep 2018 → 1 Jul 2021
Post Doctoral Researcher, Fondazione Bruno Kessler
6 Jan 2004 → 10 Jan 2007
Part-time Lecturer, Trinity College, Dublin
1 Sep 1999 → 1 Jul 2002
Research Assistant
1 Sep 1998 → 30 Dec 2003
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 2 Zero Hunger
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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
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Collaborations and top research areas from the last five years
Research output
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Building and Developing a Tool (PANDEM-2 Dashboard) to Strengthen Pandemic Management: Participatory Design Study
Tighe, C., Ngongalah, L., Sentís, A., Orchard, F., Pacurar, G.-A., Hayes, C., Hayes, J. S., Toader, A. & Connolly, M. A., 5 Mar 2025, In: Jmir Public Health And Surveillance.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
2 Citations (Scopus) -
Using system dynamics to support a functional exercise for pandemic preparedness and response
Green, C., Beishuizen, B., Stein, M., Rovers, C. P., Tostmann, A., de Jong, D. L. K., Houareau, C., Perseke, K., Spieker, C., Grote, U., Csornai, P., Tighe, C., Hayes, C., Andrade, J., Connolly, M. A. & Duggan, J., 1 Jul 2024, In: System Dynamics Review. 40, 3, e1786.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Open Access10 Citations (Scopus) -
Graph-Based Diffusion Method for Top-N Recommendation
Zhou, Y. & Hayes, C., 2023, Artificial Intelligence and Cognitive Science - 30th Irish Conference, AICS 2022, Revised Selected Papers. Longo, L. & O’Reilly, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 292-304 13 p. (Communications in Computer and Information Science; vol. 1662 CCIS).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
Open Access2 Citations (Scopus) -
Factors influencing fidelity to a calorie posting policy in public hospitals: a mixed methods study.
Kerins, C., Mcsharry, J., Houghton, C., Toomey, E., Hayes, C. B. & McHugh, S., 1 Aug 2021, In: Frontiers in Public Health and Nutrition. 9Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
1 Citation (Scopus) -
The knowledge exchange and dissemination plan of the We Can Quit2 community-based stop-smoking trial
Castello, S., Darker, C., Vance, J., Buckley, E., Reynolds, C., Cronin, N., Dougall, N., Devane, D., Bauld, L. & Hayes, C. B., 2021, In: European Journal Of Public Health.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Activities
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Hugo Hromic University of Galway
Hayes, C. (Primary Supervisor)
2019Activity: Other › Postgraduates Supervised
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Erik Aumayr University of Galway
Hayes, C. (Primary Supervisor)
2017 → 2018Activity: Other › Postgraduates Supervised
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Mohan Timilsina University of Galway
Hayes, C. (Primary Supervisor)
2016 → 2020Activity: Other › Postgraduates Supervised
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Ioana Hulpus University of Galway
Hayes, C. (Primary Supervisor)
2014 → 2024Activity: Other › Postgraduates Supervised
Prizes
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Honorary Researcher Appointee, University of Melbourne 2012 (due to SFI travel fellowship)
HAYES, C. (Recipient), Sep 2012
Prize: Honorary award
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Recipient SFI Short Term Travel Fellowship to University of Melbourne, Sep¿Dec 2012
HAYES, C. (Recipient), Sep 2012
Prize: Honorary award