Date Posted : 2022-01-06
School of Information, Computer, and Communication Technology (ICT)
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Education
- Ph.D. in Remote Sensing and GIS, Asian Institute of Technology (AIT), Thailand
- M.Eng. in Computer Science, Asian Institute of Technology (AIT), Thailand
- B.Eng. in Electronics and Telecommunication, Hanoi University of Technology, Vietnam
Academic Awards
- Bronze medal in International Chemistry Olympiad, 1996, Russia
- JICA scholarship, 2003-2006, AIT
- Hisamatsu prize (Award for the Most Outstanding Computer Science Student), 2002, AIT
Research Areas
Artificial Intelligence, Multi-agents, Argumentation, Proof Procedures, Dialogues, Contract Dispute Resolution Systems
Research Interests
Argumentation
Argumentation is a form of reasoning, that could be viewed as a dispute resolution, in which the participants present their arguments to establish, defend or attack certain propositions. A theoretical study of argumentation may be about mechanisms for constructing of arguments and the attack relation between arguments; argumentation semantics for deciding which arguments to accept and which arguments to reject; or proof procedures to compute the acceptability of arguments for different arguemntation semantics.
Applications of Argumentation
Argumentation has provided a basis for understanding non-monotonic and defeasible reasoning, a promising platform for investigating decision making, negotiation, legal reasoning, learning, dispute resolution, dialogues, multi-agents and sensor networks.
Work Experiences
- 2013-Present: SIIT
- 2007-2009: Project researcher, AIT
List of Publications
International Journal Papers
- Saung Hnin Pwint Oo, Nguyen Duy Hung, and Thanaruk Theeramunkong (2020): Knowledge Integration by Probabilistic Argumentation. The IEICE Transactions on Information and Systems, 2020 Volume E103.D Issue 8 Pages 1843-1855.
- Neupane B, Horanont T, Nguyen Duy Hung (2019). Deep learning based banana plant detection and counting using high-resolution red-green-blue (RGB) images collected from unmanned aerial vehicle (UAV). PLOS ONE, Vol. 14, pp 1-22, DOI: 10.1371/journal.pone.0223906 Journal Information: Q1, Impact factor = 2.776 (2018)
- Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, and Prachya Boonkwan (2019): On Construction and Evaluation of Analogical Arguments for Persuasive Reasoning. Applied Artificial Intelligence, Vol. 33, pp 1107-1132, DOI:10.1080/08839514.2019.1646026 Journal Information: Q3, Impact factor = 0.988 (2018)
- Nguyen Duy Hung (2017). Inference procedures and engine for probabilistic argumentation. International Journal of Approximate Reasoning, Vol. 90, 163-191. Journal Information: Q1, Impact factor = 2.845 (2017)
- Nguyen Duy Hung. Probabilistic argumentation for decision making a toolbox and applications (2017). Journal of Intelligent Informatics and Smart Technology, Vol. 1, No. 1, April 2017, 12 p.
- Chinnachodteeranun, Rassarin and Nguyen Duy Hung and Honda, Kiyoshi and Ines, Amor V. M. and Han, Eunjin (2016). Designing and Implementing Weather Generators as Web Services. Future Internet, Vol. 8, No. 4, 15 December 2016, Article No. 55, 24 p. Journal Information: Q3
- Nguyen Duy Hung, Phan Minh Thang, Phan Minh Dung (2012). Modiso: a Tool for Building Contract Dispute Resolution Systems. International Journal on Artificial Intelligence Tools, Vol. 21, 2012. Journal Information: Q3, Impact factor = 0.849 (2018)
- Do Duc Hanh, Phan Minh Dung, Nguyen Duy Hung, Phan Minh Thang (2011): Inductive Defense for Sceptical Semantics of Extended Argumentation. Journal of Logic and Computation, Vol. 21, Number 1, 2011 Journal Information: Q2, Impact factor = 0.909
- Phan Minh Dung, Phan Minh Thang, Nguyen Duy Hung (2010): Modular argumentation for modelling legal doctrines of performance relief. Argument and Computation 1(1): 47-69 (2010). Journal Information: Q1, Impact factor = 1.455
- Phan Minh Thang, Phan Minh Dung, Nguyen Duy Hung (2009): Towards a Common Framework for Dialectical Proof Procedures in Abstract Argumentation. Journal of Logic and Computation, Vol. 19, Number 1, pp 1071-1109, 2009. Journal Information: Q2, Impact factor = 0.909
National Journal Papers
- Hung, Nguyen Duy (2016). Probabilistic argumentation for decision making a toolbox and applications, Journal of Intelligent Informatics and Smart Technology, Vol. 1, No. 1, April 2017, 12 p.
International Conference Papers
- Nguyen Duy Hung, Huynh Van Nam: Learning Individual and Group Preferences in Abstract Argumentation, 16th The Pacific Rim International Conference on Artificial Intelligence (PRICAI 19), Aug 26-30, 2019, Cuvu, Fiji.
- Saung Hnin Pwint Oo, Thanaruk Theeramunkong, Nguyen Duy Hung: Sentence Sentiment Classification Using Convolutional Neural Network in Myanmar Texts, IProceedings of the 2020 2nd International Conference on Image, Video and Signal Processing, March 2020 Pages 144149, https://doi.org/10.1145/3388818.3389165
- Nguyen Thi Mai Phuong, Nguyen Duy Hung: On Designs and Implementations of Service Request Composition Systems using a Cooperative Multi-agent Approach, 4th International Conference on Intelligent, Interactive Systems and Applications (IISA 2019), June 28-30, 2019, Bangkok, Thailand, published in Advances in Intelligent Systems and Computing, Volume 1084 AISC, 2020, Pages 243-251.
- Bipul Neupane, Teerayut Horanont, Nguyen Duy Hung: Open Source UAV Image Processing Web Service for Crop Health Monitoring, 8th International Congress on Advanced Applied Informatics (AAI 2019), July 7 12, 2019 , Toyama, Japan.
- Nguyen Duy Hung: Progressive Inference Algorithms for Probabilistic Argumentation. PRIMA 2018 (The 21st International Conference on Principles and Practice of Multi-Agent Systems), Tokyo, Japan, Oct 31 - Nov 2, 2018.
- Bipul Neupane, Nguyen Duy Hung, Teerayut Horanont: Weather Scenario Generation Game. KICSS-2018 (13th International Conference on Knowledge, Information and Creativity Support Systems), Pattaya, Thailand, November 15-17, 2018.
- Nguyen Duy Hung: Inference and Learning in Probabilistic Argumentation. Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Brunei, Proceedings. Lecture Notes in Computer Science, 3-17.
- Nguyen Duy Hung: A Generalization of Probabilistic Argumentation with Dempster-Shafer Theory. Advances in Artificial Intelligence - 40th Annual German Conference on AI (KI 2017), 155-169.
- Nguyen Duy Hung: The Distribution Semantics of Extended Argumentation. In: Chen J., Theeramunkong T., Supnithi T., Tang X. (eds) Knowledge and Systems Sciences. KSS 2017. Communications in Computer and Information Science, vol 780. Springer, Singapore.
- Nguyen Duy Hung: Probabilistic Assumption-based Argumentation with DST evidence. Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017), 1-6.
- Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung, Prachya Boonkwan: Combining Answer Set Programming with Description Logics for Analogical Reasoning Under an Agent’s Preferences. IEA/AIE (2) 2017: 306-316.
- Nguyen Duy Hung. A Probabilistic Argumentation Engine, 28th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2016), pp. 311-318.
- Nguyen Duy Hung. Computing probabilistic assumption-based argumentation, Lecture Notes in Computer Science: Proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), Vol. 9810, 2016, pp. 152-166.
- Teeradaj Racharak, Satoshi Tojo, Nguyen Duy Hung and Prachya Boonkwan: Argument-based Logic Programming for Analogical Reasoning. New Frontiers in Artificial Intelligence - JSAI-isAI 2016 Workshops, JURISIN and SKL, Japan, November 14-16, 2016. Lecture Notes in Computer Science 10247, Springer 2017, ISBN 978-3-319-61571-4
- Rassarin Chinnachodteeranun, Nguyen Duy Hung, Kiyoshi Honda: Designing Crop Simulation Web Service with Service Oriented Architecture Principle: American Geophysical Union(AGU) 2015 Fall Meeting, Paper No. 69005, San Francisco, 18 Dec 2015, DOI: 10.13140/RG.2.1.3520.8568, https://agu.confex.com/agu/fm15/meetingapp.cgi/Paper/69005, Dec 2015.
- Nguyen Duy Hung, Santi Kaisaard and Saung Hnin Pwint Oo: Probabilistic Argumentation for Service Restoration in Power Distribution Networks, Tenth International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2015).
- Nguyen Thi Mai Phuong, Nguyen Duy Hung, Honda Kiyoshi: Dynamic Rebinding for Service Composition, The Proceedings of The Tenth International Conference on Knowledge, Information and Creativity Support Systems, pp. 562-569, 12-14 Dec 2015, Phuket, Thailand, http://aiat.in.th/kicss2015/app/webroot/downloads/Proceedings-KICSS2015.pdf, Dec 2015.
- Rassarin Chinnachodteeranun, Nguyen Duy Hung, Kiyoshi Honda: Designing dynamic binding framework for weather generator web service: Ambient Intelligence and Sensor Networks, IEICE Technical Report Vol 115, No. 290, pp.155-156, ISSN 0913-5685, Nov 2015.
- Phan Minh Dung, Phan Minh Thang, Nguyen Duy Hung: Towards Argument-based Foundation for Sceptical and Credulous Dialogue Games (12 pages), International Conference on Computational Models of Argument, IOS Press, 2012.
- Phan Minh Dung, Phan Minh Thang, Nguyen Duy Hung: Argument-based Decision Making and Negotiation in E-business: Contracting a land lease for a computer assembly plant (19 pages), Computational Logic in MultiAgent Systems, Springer-Verlag, 2009.
- Phan Minh Dung, Phan Minh Thang, Nguyen Duy Hung: Modular Argumentation For Modelling Legal Doctrines of Performance Relief (9 doubled-column pages), In Proceedings of the 12th International Conference On Artificial Intelligence and Law, ACM Press, June, 2009.
- Kiyoshi Honda, Rassarin Chinnachodteeranun, Aadit Shrestha, Apichon Witayangkurn, Nguyen Duy Hung, Hiroshi Shimamura: Field Sensor Network for Environmental Monitoring - Sensor Asia Initiative and Applications, Proceedings of GeoInformatics for Spatial-Infrastructure Development in Earth & Allied Sciences (GIS-IDEAS), Hanoi, Vietnam, 4-6 December 2008, http://wgrass.media.osaka-cu.ac.jp/gisideas08/, 2008.
- Honda Kiyoshi, Aadit Shrestha, Rassarin Chinnachodteeranun, Nguyen Duy Hung, Hiroshi Shimamura, Teuku Faisal Fathani, Dwikorita karnawati, Kyoji Sassa: Landslide Early Warning System for Rural Community as an Application of Sensor Asia, World Conference on Agricultural Information and IT / IAALD AFITA WCCA 2008, Tokyo Japan 24-27 August, 322860-1, http://iaald-afita-wcca2008.org/, 2008.
- Honda Kiyoshi, Nguyen Duy Hung, Hiroshi Shimamura: Sensor Asia - Sensor Network and GIS for Environmental Monitoring in Asia, International Forum on Water Environmental Governance in Asia, pp.102-105, 2007.
- Honda Kiyoshi, Nguyen Duy Hung, Hiroshi Shimamura: Linking Open Source Based Web Map Server to Google Earth for 3D Visualization of Geospatial Data, Proceedings of SICE - ICASE International Joint Conference 2006, pp. 4836 - 4839, doi:10.1109/SICE.2006.314602 , 2006.
