HUNG Q. NGO

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Agriculture Sector

• Agriculture Ontology
• Farming Data Analytics

Bioinformatic Sector

• Bio-Ontology
• Medical Named Entity Recognition
• Global Disease Monitoring

IoT Sector

• Linked Data
• Semantic Sensor Network
• Social Sensor Network

CONSUS - (2018-present)

GraphOfThings - (2014-2016)

GraphOfThings is the knowledge graph of connected things. GraphOfThings (GoT) is creating meaningful links among millions of physical and virtual things to create a dynamic knowledge graph that plays the role as insight for a real-time search engine for events happening around us.

EVBCorpus - (2011-2013)

BioCaster - (2006-2008)

BioCaster is an ontology-based text mining system for detecting and tracking the distribution of infectious disease outbreaks from linguistic signals on the Web. The system continuously analyzes documents reported from over 1700 RSS feeds, classifies them for topical relevance and plots them onto a Google map using geocoded information. The system consists of four main stages: topic classification, named entity recognition (NER), disease/location detection and event recognition.

1. Quoc Hung Ngo, Tahar Kechadi, and Nhien-An Le-Khac, (2022). Knowledge representation in digital agriculture: A step towards standardised model. Computers and Electronics in Agriculture, vol. 199, August 2022, 107127, 2022, Elsevier. DOI: https://doi.org/10.1016/j.compag.2022.107127.
2. Quoc Hung Ngo, Tahar Kechadi, and Nhien-An Le-Khac, (2021). Domain Specific Entity Recognition with Semantic-based Deep Learning Approach. IEEE Access, vol. 9, pp. 152892-152902, 2021. DOI: 10.1109/ACCESS.2021.3128178.
3. Quoc Hung Ngo, Tahar Kechadi, and Nhien-An Le-Khac (2020). OAK: Ontology-based Knowledge Map Model for Digital Agriculture. In: Dang T.K., Küng J., Takizawa M., Chung T.M. (eds) Future Data and Security Engineering. FDSE 2020. Lecture Notes in Computer Science, vol 12466. Springer, Cham. pp. 245-259. DOI: 10.1007/978-3-030-63924-2_14.
4. Quoc Thai Nguyen, Thoai Linh Nguyen, Ngoc Hoang Luong, and Quoc Hung Ngo, (2020). Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews. 2020 7th NAFOSTED Conference on Information and Computer Science (NICS 2020), IEEE, pp.302-307, DOI:10.1109/NICS51282.2020.9335899.
5. Quoc Hung Ngo, Nhien-An Le-Khac, and Tahar Kechadi (2019). Predicting Soil pH by Using Nearest Fields. In AI-2019 Thirty-ninth SGAI International Conference on Artificial Intelligence, Springer, LNAI 11927, pp. 480-486. DOI: 10.1007/978-3-030-34885-4_40.
6. Quoc Hung Ngo, Nhien-An Le-Khac, and Tahar Kechadi, (2018). Ontology Based Approach for Precision Agriculture. In International Conference on Multi-disciplinary Trends in Artificial Intelligence, pp. 175-186. Springer, LNCS, volume 11248, 2018. DOI: 10.1007/978-3-030-03014-8_15.
7. Song Nguyen Duc Cong, Quoc Hung Ngo, Rachsuda Jiamthapthaksin, (2016). State-of-the-Art Vietnamese Word Segmentation, In Proceedings of the 2017 International Conference on Science in Information Technology (ICSITech), pp. 119-124, IEEE Computer Society, 2016.
8. Danh Le-Phuoc, Hoan Nguyen Mau Quoc, Quoc Hung Ngo, Tuan Tran Nhat, Manfred Hauswirth, (2016). The Graph of Things: A step towards the Live Knowledge Graph of connected things, Web Semantics: Science, Services and Agents on the World Wide Web 37, Volumes 37–38, March 2016, pp. 25–35.
9. Thuy Ngan Nguyen Luu, Quoc Hung Ngo, Quoc Minh Nghiem, (2016). Machine Translation, VNU-HCM Publishing House, 2016 (Vietnamese).
10. Danh Le Phuoc, Hoan Nguyen Mau Quoc, Quoc Hung Ngo, Tuan Tran Nhat, Manfred Hauswirth, (2014). Enabling Live Exploration on The Graph of Things, Semantic Web Challenge 2014, Trento, Italia, 19-23 October 2014.
11. Quoc Hung Ngo, Dinh Dien, Werner Winiwarter, (2014). Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles, In Proceedings of the 5th Workshop on South and Southeast Asian Natural Languages Processing (5th WSSANLP within the COLING2014). Association for Computational Linguistics, pp. 85-93, 2014.
12. Quoc Hung Ngo, Dinh Dien, Werner Winiwarter, (2013). A Hybrid Method for Word Segmentation with English-Vietnamese Bilingual Text, In Proceedings of the 2013 International Conference on Control, Automation and Information Sciences (ICCAIS2013), pp. 48-52, IEEE Computer Society, 2013.
13. Quoc Hung Ngo, Werner Winiwarter, Bartholomaus Wloka, (2013). EVBCorpus - A Multi-Layer English-Vietnamese Bilingual Corpus for Studying Tasks in Comparative Linguistics, In Proceedings of the 11th Workshop on Asian Language Resources (ALR11), IJCNLP2013 Workshop, pp. 1-9. AFNLP, 2013.
14. Quoc Hung Ngo, Dinh Dien, Werner Winiwarter, (2012). Automatic Searching for English-Vietnamese Documents on the Internet, In Proceedings of the 3rd Workshop on South and Southeast Asian Natural Languages Processing (3rd WSSANLP within the COLING2012), pp. 211-220. Association for Computational Linguistics, 2012.
15. Quoc Hung Ngo, Werner Winiwarter, (2012). Building an English-Vietnamese Bilingual Corpus for Machine Translation, In Proceedings of the International Conference on Asian Language Processing 2012 (IALP 2012), IEEE Computer Society, pp. 157-160.
16. Quoc Hung Ngo, Son Doan, and Werner Winiwarter (2012). Using Wikipedia for Extracting Hierarchy and Building Geo-Ontology, In the International Journal of Web Information Systems, Vol. 8, Issue 4, pp. 401-412.
17. Quoc Hung Ngo, Werner Winiwarter (2012). A Visualizing Annotation Tool for Semi-Automatically Building a Bilingual Corpus, In Proceedings of the 5th Workshop on Building and Using Comparable Corpora, LREC2012 Workshop, pages 67-74. Association for Computational Linguistics, 2012.
18. Quoc Hung Ngo, Son Doan, and Werner Winiwarter (2011). Building a Geographical Ontology by Using Wikipedia. In Proceedings of the 13th International Conference on Information Integration and Web-based Applications & Services, pages 345-348. ACM, 2011.
19. Nigel Collier, Son Doan, Ai Kawazeo, Reiko Matsuda Goodwin, Mike Conway, Yoshio Tateno, Quoc Hung Ngo, Dinh Dien, Asanee Kawtrakul, Koichi Takeuchi, Mika Shigematsu, Kiyosu Taniguchi (2008), BioCaster: detecting public health rumors with a Web-based text mining system, Bioinformatics, Oxford University Press, DOI: 10.1093/bioinformatics/btn534.
20. Son Doan, Quoc Hung Ngo, Ai Kawazoe and Nigel Collier (2008), The Use of the BioCaster Ontology for Mapping Infectious Diseases and Locations in the BioCaster Surveillance System, BioLINK 2008, Toronto, Canada, July 2008.
21. Son Doan, Quoc Hung Ngo, Nigel Collier (2008), Building and Using Geographical Ontology in the BioCaster Biosurveillance System, Workshop on Bio-Ontologies 2008: Knowledge in Biology, July 2008.
22. Son Doan, Quoc Hung Ngo, Ai Kawazoe and Nigel Collier (2008), Global Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases, In Proceedings of the International Joint Conference on Natural Language Processing (IJCNLP), Companion Volume, pp. 951-956.
23. Nigel Collier, Ai Kawazoe, Son Doan, Mika Shigematsu, Kiyosu Taniguchi, Lihua Jin, John McCrae, Hutchatai Chanlekha, Dinh Dien, Quoc Hung, Van Chi Nam, Koichi Takeuchi, DEng, Asanee Kawtrakul (2007), Detecting Web Rumours with a Multilingual Ontology-Supported Text Classification System, In Proceedings of the 2007 International Society for Disease, Indianapolis, Indiana, United States, October 11th-12th.
24. Nigel Collier, Ai Kawazoe, Mika Shigematsu, Kiyosu Taniguchi, Lihua Jin, John McCrae, Dinh Dien, Quoc Hung, Koichi Takeuchi, Asanee Kawtrakul (2007), Ontology-driven influenza surveillance from Web rumours, In Proceedings of the 2007 Options for the Control of Influenza VI (Options), pp. 225-226, Toronto, Ontario, Canada, June 17th-23rd.
25. C.D. Vu Hoang, L. Nguyen Nguyen, Q. Hung Ngo, 2007, A Comparative Study on Vietnamese Text Classification Methods. In Proceedings of the 5th International Conference on Research, Innovation& Vision for the Future, March 2007, Hanoi, Vietnam.
26. Q. Tri Tran, T. X. Thao Pham, Q. Hung Ngo, Dien Dinh and Nigel Collier (2007), Named entity recognition in Vietnamese documents, Progress in Informatics, No.4, March 2007, pp. 5-13.
27. Dinh Dien, Pham Phu Hoi, Ngo Quoc Hung. 2003. Some Lexical Issues in Building Electronic Vietnamese Dictionary, PAPILLON-2003 Workshop on Multilingual Lexical Databases, Hokkaido University, Japan.
28. D. Dien, H. Kiem, T. Ngan, X. Quang, Q. Hung, P. Hoi, V. Toan. 2002. Word alignment in English - Vietnamese bilingual corpus, In Proceedings of EALPIIT'02 (the 2nd East-Asian Language Processing and Internet Information Technology), Hanoi, Vietnam, Jan 2002, pp. 3-11