I am an Assistant Professor in the School of Computing at DCU and a funded investigator at the Insight SFI Research Centre for Data Analytics.
I teach on a number of courses both undergraduate and postgraduate. In the classroom, I am committed to fostering an environment of curiosity, critical thinking, and hands-on learning. I believe that students learn best when they are actively engaged, so my teaching approach emphasizes real-world projects and problem-solving.
I have a passion for software development and solution design, my research interests include Educational Technologies, Sports Science and Environmental Science focusing on data engineering and machine learning challenges.
Peer Reviewed Journal
| Year | Publication | |
|---|---|---|
| 2024 | Guo, H.; Scriney, M.; Liu, K. (2024) 'An Ostensive Information Architecture to Enhance Semantic Interoperability for Healthcare Information Systems'. Information Systems Frontiers, 26 . [Link] [DOI] | |
| 2023 | Brady, A.J.; Moyna, N.M.; Scriney, M.; McCarren, A. (2023) 'Activity profile of elite Gaelic football referees during competitive match play'. Science & medicine in football, 7 . [Link] [DOI] | |
| 2023 | Tiernan, P.; Costello, E.; Donlon, E.; Parysz, M.; Scriney, M. (2023) 'Information and Media Literacy in the Age of AI: Options for the Future'. Education Sciences, 13 . [Link] [DOI] | |
| 2025 | Brady, A.J.; Moyna, N.M.; Scriney, M.; McCarren, A. (2025) 'Competitive level differences in the activity profile of elite Gaelic football referees'. Science & medicine in football, 9 . [Link] [DOI] | |
| 2024 | Nie, Dongyun; Scriney, Michael; Liang, Xiaoning; Roantree, Mark (2024) 'From data acquisition to validation: a complete workflow for predicting individual customer lifetime value'. JOURNAL OF MARKETING ANALYTICS, 12 (2). [DOI] | |
| 2022 | Lee, Hyowon; Liu, Mingming; Scriney, Michael; Smeaton, Alan F. F. (2022) 'Playback-centric visualizations of video usage using weighted interactions to guide where to watch in an educational context'. Frontiers in Education, 7 . [DOI] | |
| 2021 | Bahrpeyma, F; Roantree, M; Cappellari, P; Scriney, M; McCarren, A (2021) 'A Methodology for Validating Diversity in Synthetic Time Series Generation'. MethodsX, 8 . [Link] [DOI] | |
| 2021 | Brady, A.J.; Scriney, M.; Moyna, N.M.; McCarren, A. (2021) 'Identification of movement categories and associated velocity thresholds for elite Gaelic football and hurling referees'. International Journal of Performance Analysis in Sport, 21 . [Link] [DOI] | |
| 2021 | Prakash, S.; Berry, D.P.; Roantree, M.; Onibonoje, O.; Gualano, L.; Scriney, M.; McCarren, A. (2021) 'Using artificial intelligence to automate meat cut identification from the semimembranosus muscle on beef boning lines'. Journal of Animal Science, 99 . [Link] [DOI] | |
| 2021 | Vasiliu, L.; Cortis, K.; McDermott, R.; Kerr, A.; Peters, A.; Hesse, M.; Hagemeyer, J.; Belpaeme, T.; McDonald, J.; Villing, R.; Mileo, A.; Caputo, A.; Scriney, M.; Griffiths, S.; Koumpis, A.; Davis, B. (2021) 'CASIE - Computing affect and social intelligence for healthcare in an ethical and trustworthy manner'. Paladyn, 12 . [Link] [DOI] | |
| 2019 | Scriney, M.; McCarthy, S.; McCarren, A.; Cappellari, P.; Roantree, M. (2019) 'Automating Data Mart Construction from Semi-structured Data Sources'. Computer Journal, 62 . [Link] [DOI] | |
| 2024 | Brady, AJ; Scriney, M; Roantree, M; McCarren, A; Moyna, NM (2024) 'Temporal Changes and Between-Competition Differences in the Activity Profile of Elite Hurling Referees'. Journal of functional morphology and kinesiology, 9 (4). [DOI] | |
| 2023 | Dey-Plissonneau, A., Soler, I.G., Lee, H., Liu, M., Scriney, M. and Smeaton, A. (2023) 'Supporting second language learner reflection in teletandem videoconferencing through the visualisation of conversation metrics'. Journal of Virtual Exchange, . [DOI] | |
| 2023 | Dey-Plissonneau A; Gomez Soler I.; Lee H.; Liu M.; Scriney M.; Smeaton A.F. (2023) 'Supporting second language learner reflection in teletandem videoconferencing through the visualisation of conversation metrics'. Journal of Virtual Exchange, 6 (Special Issue on Virtual Exchange and the Development of Transferable Skills). [Link] https://doi.org/10.21827/jve.6.39119 | |
| 2022 | Lee, H., Liu, M., Scriney, M. and Smeaton, A.F. (2022) 'Playback-centric visualizations of video usage using weighted interactions to guide where to watch in an educational context'. Frontiers in Education, 7 . [DOI] |
Conference Publication
| Year | Publication | |
|---|---|---|
| 2023 | Huu, P.P.; Nie, D.; Scriney, M. (2023) Entity Resolution for Multiple Sources with Extended Approach [Link] [DOI] | |
| 2022 | Dey-Plissonneau, Aparajita; Lee, Hyowon; Liu, Mingming; Patel, Vyoma; Scriney, Michael; Smeaton, Alan F. (2022) 8TH INTERNATIONAL CONFERENCE ON HIGHER EDUCATION ADVANCES (HEAD '22) An Analysis of Conversational Volatility During Telecollaboration Sessions for Second Language Learning [DOI] | |
| 2021 | Smeaton, Alan; Dey-Plissonneau, Aparajita; Lee, Hyowon; Liu, Mingming; Scriney, Michael (2021) PROCEEDINGS OF THE 21ST EUROPEAN CONFERENCE ON E- LEARNING, ECEL Analysis of Individual Conversational Volatility in Tandem Telecollaboration for Second Language Learning | |
| 2021 | (2021) Attention Based Video Summaries of Live Online Zoom Classes | |
| 2022 | Smeaton, A.; Dey-Plissonneau, A.; Lee, H.; Liu, M.; Scriney, M. (2022) Proceedings of the European Conference on e-Learning, ECEL Analysis of Individual Conversational Volatility in Tandem Telecollaboration for Second Language Learning [Link] | |
| 2021 | Dey-Plissonneau, A; Lee, Hyowon; Scriney, Michael; Smeaton, Alan F; Pradier, Vincent; Riaz, Hamza (2021) EuroCALL 2021 Facilitating reflection in teletandem through automatically generated conversation metrics and playback video https://doi.org/10.14705/rpnet.2021.54.1314 | |
| 2021 | Dey-Plissonneau, Aparajita; Lee, Hyowon; Pradier, Vincent; Scriney, Michael; Smeaton, Alan F. (2021) The L2L System for Second Language Learning Using Visualised Zoom Calls Among Students [DOI] | |
| 2021 | Lee, Hyowon; Liu, Mingming; Scriney, Michael; Smeaton, Alan F. (2021) Usage-Based Summaries of Learning Videos [DOI] | |
| 2020 | Scriney, M.; Nie, D.; Roantree, M. (2020) Predicting customer churn for insurance data [Link] [DOI] | |
| 2019 | Scriney, Michael; Xing, Congcong; McCarren, Andrew; Roantree, Mark (2019) Representative Sample Extraction from Web Data Streams [DOI] | |
| 2019 | Gutowska, M.l.; Scriney, M.; McCarren, A. (2019) Identifying extra-terrestrial intelligence using machine learning [Link] | |
| 2017 | Scriney, M.; O'Connor, M.F.; Roantree, M. (2017) Generating cubes from smart city web data [Link] [DOI] | |
| 2017 | Scriney, Michael; O'Connor, Martin F.; Roantree, Mark (2017) Integrating Online Data for Smart City Data Marts [DOI] | |
| 2016 | Scriney, M.; Roantree, M. (2016) Efficient cube construction for smart city data [Link] | |
| 2021 | Dey-Plissonneau, A.; Lee, Hyowon; Scriney, Michael; Smeaton, Alan F.; Pradier, Vincent; Riaz, Hamza (2021) CALL and professionalisation: short papers from EUROCALL 2021 Facilitating reflection in teletandem through automatically generated conversation metrics and playback video Paris, [Link] https://doi.org/10.14705/rpnet.2021.54.1314 | |
| 2025 | Sheridan, D.; Antonini, V.; Scriney, M.; Roantree, M. (2025) Automated Detection of Shot Events in Game Phases Using GNSS Data from a Single Team [Link] [DOI] | |
| 2024 | Antonini, V.; Scriney, M.; Mileo, A.; Roantree, M. (2024) Using a Spatial Grid Model to Interpret Players Movement in Field Sports [Link] [DOI] | |
| 2024 | Nie, Dongyun; Gurrin, Cathal; Scriney, Michael (2024) PROCEEDINGS OF THE FIRST ACM WORKSHOP ON AI-POWERED QUESTION ANSWERING SYSTEMS FOR MULTIMEDIA, AIQAM 2024 Activity Classification for Daily Lifelogs [DOI] | |
| 2023 | Scriney, M.; Timilsina, M.; Curry, E.; Porwol, L.; Nie, D.; Dahley, D.; Fernandez, J.B.; D'Aquin, M.; Roantree, M. (2023) Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 Engineering Data Assets for Public Health Applications: A Covid-19 Case Study [Link] [DOI] | |
| 2021 | Lee H.; Liu M.; Riaz H.; Rajasekaren N.; Scriney M.; Smeaton A.F. (2021) Imagining Post-COVID Education with AI, at the 35th AAAI Conference on Artificial Intelligence Attention and Usage Based Video Summaries of Live Online Classes | |
| 2021 | Lee H.; Scriney M.; Dey-Plissonneau A.; Smeaton A.F. (2021) Virtual Exchange in Higher Education: Charting the Irish Experience Supporting an Effective Review of Telecollaboration for Second Language Learning by Visualising the Participation and Engagement at Dublin City University |
Conference Contribution
Certain data included herein are derived from the © Web of Science (2025) of Clarivate. All rights reserved.
Research Interests
- Educational Technologies
- Green Transition
- Graph Processing
- Data Engineering
- Data Analysis