Biography
Dr. Harry Nguyen is a Programme Director of MSc in Computing Science at the School of Computer Science and Information Technology, University College Cork - National University of Ireland, Cork, Ireland. He is affiliated with the SFI Research Centre for Data Analytics (Insight) and SFI Centre for Research Training in Artificial Intelligence (CRT-AI). Dr Nguyen has been working on large-scale research projects to develop reliable artificial intelligence for sustainable development goals. His work in knowledgeable machine intelligence, robust decision optimisation and mobile interactive systems have been published in many conferences and journals, including AAAI Conference on Artificial Intelligence (AAAI), ACM Multimedia (ACM MM), and Health and Quality of Life Outcomes. In addition, he has been chairing many AI/ML competitions and events, such as reliable intelligence on social media, AI for COVID-19 detection and MLOps challenges. Dr Nguyen is also a Director of Tech Industry Alliance, connecting Tech, Business and Innovation with over 200 organisational members in Ireland.Research Interests
- Reliable Artificial Intelligence/Machine Learning
- Robust Decision Optimization
- Smart Systems for Sustainable Development Goals
Publications
Conference Publications
| Year | Publication | |
|---|---|---|
| (2022) | AAAI Workshop in Health Intelligence - Multimodal AI in Healthcare Truong, Hoang Van and Nguyen, Thuy-Trinh and Nguyen, Hoang D. (2022) Unified Tensor Network for Multimodal Dementia Detection AAAI Workshop in Health Intelligence - Multimodal AI in Healthcare [Details] | |
| (2022) | 2022 44th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) Hoang, Truong and Pham, Lam and Ngo, Dat and Nguyen, Hoang D (2022) A Cough-based deep learning framework for detecting COVID-19 2022 44th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) , pp.3422-3425 [Details] | |
| (2021) | AAAI 2021 Nguyen, Hoang D and Vu, Xuan-Son and Le, Duc-Trong (2021) Modular Graph Transformer Networks for Multi-Label Image Classification AAAI 2021 [Details] | |
| (2021) | International Conference on Human-Computer Interaction To, Alex and Maican Liu, Muhammad Hazeeq Bin Muhammad Hairul and Davis, Joseph G and Lee, Jeannie SA and Hesse, Henrik and Nguyen, Hoang D (2021) Drone-based AI and 3D Reconstruction for Digital Twin Augmentation International Conference on Human-Computer Interaction [Details] | |
| (2021) | Pacific Asia Conference on Information Systems Thuy-Trinh Nguyen and Kellie Sim and Anthony To Yiu Kuen and Ronald R. O'Donnell and Suan Tee Lim and Wenru Wang and Hoang D. Nguyen (2021) Designing AI-based Conversational Agent for Diabetes Care in a Multilingual Context Pacific Asia Conference on Information Systems [Details] | |
| (2021) | International Conference on Human-Computer Interaction Nguyen, Thuy-Trinh and Chai, Joseph CM and Eiring, \Oystein and Wang, Wenru and O’Donnell, Ronald R and Nguyen, Hoang D (2021) Gamified Mobile Health Interventions for Mental Well-being of Older Adults International Conference on Human-Computer Interaction [Details] | |
| (2020) | Proceedings of the 7th International Workshop on Vietnamese Language and Speech Processing Le, Duc-Trong and Vu, Xuan-Son and To, Nhu-Dung and Nguyen, Huu-Quang and Nguyen, Thuy-Trinh and Le, Thi Khanh-Linh and Nguyen, Anh-Tuan and Hoang, Minh-Duc and Le, Nghia and Nguyen, Huyen and Nguyen, Hoang D. (2020) ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites Proceedings of the 7th International Workshop on Vietnamese Language and Speech Processing Hanoi, Vietnam, , pp.84-91 [Details] | |
| (2020) | Proceedings of the 28th ACM International Conference on Multimedia Vu, Xuan-Son and Le, Duc-Trong and Edlund, Christoffer and Jiang, Lili and Nguyen, Hoang D (2020) Privacy-Preserving Visual Content Tagging using Graph Transformer Networks Proceedings of the 28th ACM International Conference on Multimedia , pp.2299-2307 [Details] | |
| (2020) | International Conference on Human-Computer Interaction Hoang, Minh-Duc and Le, Linh and Nguyen, Anh-Tuan and Le, Trang and Nguyen, Hoang D (2020) Federated Artificial Intelligence for Unified Credit Assessment International Conference on Human-Computer Interaction , pp.44-56 [Details] | |
| (2020) | International Conference on Human-Computer Interaction Feng, Ethan Lim Ding and Neo, Zhi-Wei and De Silva, Aaron William and Sim, Kellie and Tan, Hong-Ray and Nguyen, Thi-Thanh and Koh, Karen Wei Ling and Wang, Wenru and Nguyen, Hoang D (2020) Social Behaviour Understanding Using Deep Neural Networks: Development of Social Intelligence Systems International Conference on Human-Computer Interaction , pp.600-613 [Details] | |
| (2020) | PACIS Sari, Rora P and Pan, Shan Ling and Shi, Yunfei and Nguyen, Hoang D (2020) Digital Climate Formation Amid the Rise of Artificial Intelligence Technology PACIS [Details] | |
| (2019) | Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems Nguyen, Hoang D and Eiring, \Oystein (2019) Reaching Optimal Health: The Voice of Clinicians from a Roleplay Simulation Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems , pp.1-6 [Details] | |
| (2019) | Social Computing and Social Media. Communication and Social Communities: 11th International Conference, SCSM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II 21 Lim, Yi Han and Hashim, Halimin and Poo, Nigel and Poo, Danny Chiang Choon and Nguyen, Hoang D (2019) Blockchain technologies in e-commerce: Social shopping and loyalty program applications Social Computing and Social Media. Communication and Social Communities: 11th International Conference, SCSM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II 21 , pp.403-416 [Details] | |
| (2018) | International Conference on Design Science Research in Information Systems and Technology Nguyen, Hoang D and Eiring, \Oystein and Poo, Danny Chiang Choon (2018) Designing “Living” Evidence Networks for Health Optimisation: Knowledge Extraction of Patient-Relevant Outcomes in Mental Disorders International Conference on Design Science Research in Information Systems and Technology , pp.101-115 [Details] | |
| (2018) | Social Computing and Social Media. Technologies and Analytics: 10th International Conference, SCSM 2018, Held as Part of HCI International 2018, Las Vegas, NV, USA, July 15-20, 2018, Proceedings, Part II 10 Nguyen, Hoang D and Jiang, Ying and Eiring, \Oystein and Poo, Danny Chiang Choon and Wang, Wenru (2018) Gamification design framework for mobile health: designing a home-based self-management programme for patients with chronic heart failure Social Computing and Social Media. Technologies and Analytics: 10th International Conference, SCSM 2018, Held as Part of HCI International 2018, Las Vegas, NV, USA, July 15-20, 2018, Proceedings, Part II 10 , pp.81-98 [Details] | |
| (2018) | The International Conference on Information Systems (ICIS) Nguyen, Hoang D and Eiring, Oystein and Poo, Danny (2018) In-Situ Simulation in Design Science Research: Evaluation of Complex Design Artifacts The International Conference on Information Systems (ICIS) , pp.1-9 [Details] | |
| (2017) | International Conference on Social Computing and Social Media Nguyen, Hoang D and Poo, Danny Chiang Choon (2017) Unified Structured Framework for mHealth Analytics: Building an Open and Collaborative Community International Conference on Social Computing and Social Media , pp.440-450 [Details] | |
| (2017) | International Conference on Design Science Research in Information Systems Nguyen, Hoang D and Poo, Danny Chiang Choon and Zhang, Hui and Wang, Wenru (2017) Analysis and Design of an mHealth Intervention for Community-Based Health Education: An Empirical Evidence of Coronary Heart Disease Prevention Program Among Working Adults International Conference on Design Science Research in Information Systems , pp.57-72 [Details] | |
| (2016) | International Conference on Social Computing and Social Media Nguyen, Hoang D and Poo, Danny Chiang Choon (2016) Automated mobile health: Designing a social reasoning platform for remote health management International Conference on Social Computing and Social Media , pp.34-46 [Details] | |
| (2015) | 13th International Conference on Social Implications of Computers in Developing Countries Nguyen, Hoang D. and Nguyen, Tuan A. and Poo, Danny Chiang Choon (2015) Resource Enactment in Implementing E-Government System: A Pilot E-Procurement Study in Vietnam 13th International Conference on Social Implications of Computers in Developing Countries [Details] | |
| (2015) | International Conference on Social Computing and Social Media Nguyen, Hoang D and Jiang, Xinyi and Poo, Danny Chiang Choon (2015) Designing a Social Mobile Platform for Diabetes Self-management: A Theory-Driven Perspective International Conference on Social Computing and Social Media , pp.67-77 [Details] | |
| (2014) | 2014 International Conference on Big Data and Analytics in Healthcare Tan, Chuen Seng and Neo, Dillon and Nguyen, Hoang D. and Tai, E-Shyong and Lin, Wee Hwee and Poo, Danny Chiang Choon and Khoo, Eric Yin Hao and Kao, Shih Ling (2014) A Novel Approach to The Utilization and Visualization of Electronic Medical Records (EMR) for Quality Surveillance of Inpatient Diabetes Care 2014 International Conference on Big Data and Analytics in Healthcare [Details] | |
| (2014) | International Conference on HCI in Business Nguyen, Hoang D and Sangaralingam, Kajanan and Poo, Danny Chiang Choon (2014) Market Intelligence in Hypercompetitive Mobile Platform Ecosystems: A Pricing Strategy International Conference on HCI in Business , pp.350-359 [Details] | |
| (2013) | Current Trends in Information Technology (CTIT), 2013 International Conference on Nguyen, Duy Hoang and Gan, Soon Bing and Poo, Danny Chiang Choon (2013) SmartLearn. MOBI moving beyond conventional classroom learning Current Trends in Information Technology (CTIT), 2013 International Conference on , pp.60-65 [Details] |
Peer Reviewed Journals
| Year | Publication | |
|---|---|---|
| (2023) | 'The characteristics and acceptance of Technology-Enabled diabetes prevention programs (t-DPP) amongst individuals with prediabetes: A scoping review' Teo, Jun Yi Claire and Ramachandran, Hadassah Joann and Jiang, Ying and Seah, Chuen Wei Alvin and Lim, Suan Tee and Nguyen, Hoang D and Wang, Wenru (2023) 'The characteristics and acceptance of Technology-Enabled diabetes prevention programs (t-DPP) amongst individuals with prediabetes: A scoping review'. Journal of Clinical Nursing, [Details] | |
| (2022) | 'Utilizing educational technology in enhancing undergraduate nursing students' engagement and motivation: A scoping review' Kowitlawakul, Yanika and Tan, Jocelyn Jie Min and Suebnukarn, Siriwan and Nguyen, Hoang D and Poo, Danny Chiang Choon and Chai, Joseph and Wang, Wenru and Devi, Kamala (2022) 'Utilizing educational technology in enhancing undergraduate nursing students' engagement and motivation: A scoping review'. Journal of professional nursing : official journal of the American Association of Colleges of Nursing, 42 :262-275 [Details] | |
| (2022) | 'Effectiveness of a nurse-led smartphone-based self-management programme for people with poorly controlled type 2 diabetes: A randomized controlled trial' Jiang, Ying and Ramachandran, Hadassah Joann and Teo, Jun Yi Claire and Leong, Foon Leng and Lim, Suan Tee and Nguyen, Hoang D and Wang, Wenru (2022) 'Effectiveness of a nurse-led smartphone-based self-management programme for people with poorly controlled type 2 diabetes: A randomized controlled trial'. Journal of Advanced Nursing, [Details] | |
| (2021) | 'The effectiveness of a nurse-led home-based heart failure self-management programme (the HOM-HEMP) for patients with chronic heart failure: a three-arm stratified randomized controlled trial' Jiang, Ying and Koh, Karen Wei Ling and Ramachandran, Hadassah Joann and Nguyen, Hoang D. and Der Shin, Lim and Tay, Yee Kian and Shorey, Shefaly and Wenru, Wang (2021) 'The effectiveness of a nurse-led home-based heart failure self-management programme (the HOM-HEMP) for patients with chronic heart failure: a three-arm stratified randomized controlled trial'. International Journal of Nursing Studies, [Details] | |
| (2021) | 'Integrated Behavioral Health Model for COVID-19 Patients' O’Donnell, RR and Wu, S and Rolfes, J and Tungpunkom, P and Nguyen, H D (2021) 'Integrated Behavioral Health Model for COVID-19 Patients'. Arch Fam Med Gen Pract, 6 (1):169-173 [Details] | |
| (2020) | 'An Integrated Behavioral Health to Non-communicable Disease in Cambodia' Ronald R O’Donnell, Jennifer Rolfes, Charisma Houston, Pristine Mei, Koy Virya, Kim Savuon, Jennifer Costello, Satra Carroll, Hoang D Nguyen, Shiyou Wu (2020) 'An Integrated Behavioral Health to Non-communicable Disease in Cambodia'. Journal of Nursing and Patient Safety, [Details] | |
| (2020) | 'Early warning signs of a mental health tsunami: A coordinated response to gather initial data insights from multiple digital services providers' Digital Mental Health Data Insights Group (2020) 'Early warning signs of a mental health tsunami: A coordinated response to gather initial data insights from multiple digital services providers'. Frontiers In Digital Health, 2 [Details] | |
| (2019) | 'The development and pilot study of a nurse-led HOMe-based HEart failure self-Management Programme (the HOM-HEMP) for patients with chronic heart failure, following Medical Research Council guidelines' Jiang, Ying and Shorey, Shefaly and Nguyen, Hoang D and Wu, Vivien Xi and Lee, Choy Yee and Yang, Lee Fung and Koh, Karen Wei Ling and Wang, Wenru (2019) 'The development and pilot study of a nurse-led HOMe-based HEart failure self-Management Programme (the HOM-HEMP) for patients with chronic heart failure, following Medical Research Council guidelines'. European Journal of Cardiovascular Nursing, 19 (3):212-222 [Details] | |
| (2019) | 'Effect of a mHealth programme on coronary heart disease prevention among working population in Singapore: A single group pretest--post-test design' Jiang, Ying and Jiao, Nana and Nguyen, Hoang D. and Lopez, Violeta and Wu, Vivien Xi and Kowitlawakul, Yanika and Poo, Danny Chiang Choon and Wang, Wenru (2019) 'Effect of a mHealth programme on coronary heart disease prevention among working population in Singapore: A single group pretest--post-test design'. Journal of Advanced Nursing, [Details] | |
| (2018) | 'Tool Support for Design Science Research—Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop' Morana, Stefan and vom Brocke, Jan and Maedche, Alexander and Seidel, Stefan and Adam, Marc TP and Bub, Udo and Fettke, Peter and Gau, Michael and Herwix, Alexander and Mullarkey, Matthew T and others (2018) 'Tool Support for Design Science Research—Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop'. Communications of the Association for Information Systems, 43 (1) [Details] | |
| (2017) | 'The effect of a smartphone-based coronary heart disease prevention (SBCHDP) programme on awareness and knowledge of CHD, stress, and cardiac-related lifestyle behaviours among the working population in Singapore: a pilot randomised controlled trial' Zhang, Hui and Jiang, Ying and Nguyen, Hoang D and Poo, Danny Chiang Choon and Wang, Wenru (2017) 'The effect of a smartphone-based coronary heart disease prevention (SBCHDP) programme on awareness and knowledge of CHD, stress, and cardiac-related lifestyle behaviours among the working population in Singapore: a pilot randomised controlled trial'. Health and Quality of Life Outcomes, 15 (1) [Details] | |
| (2016) | 'Analysis and design of mobile health interventions towards informed shared decision making: an activity theory-driven perspective' Nguyen, Hoang D and Poo, Danny Chiang Choon (2016) 'Analysis and design of mobile health interventions towards informed shared decision making: an activity theory-driven perspective'. Journal of Decision Systems, 25 (sup1):397-409 [Details] |
Professional Activities
Honours and Awards
| Year | Title | Awarding Body | |
|---|---|---|---|
| 2022 | TOP Program Committee Member | UAI | |
| 2020 | Open Innovation Finalist and Winner | Singapore Infocomm Media Development Authority | |
| 2017 | Herbert A. Simon Award for the Best Design Research Paper | DESRIST | |
| 2016 | Innovation & Entrepreneurship Practicum Award | National University of Singapore | |
| 2016 | Dean's Research Achievement Award | National University of Singapore |
Teaching Activities
Teaching Interests
- Artificial Intelligence/Machine Learning
- Data/MLOps
- Information Storage and Management