The group focuses on topics including information search models, cross-language information search, text mining (such as legal documents), and big data analysis.

Study topic

  • Information Search Models (IR Models)
  • Cross-Language IR (Cross-Language IR)
  • Text Mining (Text Mining)
  • Big Data Analytics (Big Data Analytics)

Member

  • Assoc.Prof.Dr. Ho Bao Quoc
  • Dr. Le Thi Nhan
  • Dr. Nguyen Truong Son
  • PhD student. Le Hoai Nam

Research

  • Mining English-Vietnamese corpus from Internet
  • Building tools and resources for Vietnamese natural language processing (Building tools and resources for Vietnamese Natural Language Processing) – Branch project KC01
  • Building a Vietnamese-French-English Cross Languages Information Retrieval System (Building a Vietnamese-Frech-English Cross Languages Information Retrieval System) International cooperation project - sponsored by AUF
  • Text mining for legal text - A topic at the National University of Ho Chi Minh City. Ho Chi Minh City

Possible collaborative activities

  • Projects on Information Search (monolingual, multilingual)
  • Projects to extract information from documents (Medical, Law, etc.)
  • Big data analytics projects

Scientific publication

  • Huan Doan, Dinh Thuan Nguyen, Bao Quoc Ho: Building a Measure to Integrate into a Hybrid Data Mining Method to Analyze the Risk of Customer. Advanced Computer and Communication Engineering Technology, 01/2016: pages 843-851; ISBN: 978-3-319-24582-9, DOI:10.1007/978-3-319-24584-3_71
  • Le Nguyen Hoai Nam, Ho Bao Quoc: The Hybrid Filter Feature Selection Methods for Improving High-Dimensional Text Categorization. International Journal of Uncertainty Fuzziness and Knowledge-Based Systems 04/2017; 25(02):235-265., DOI:10.1142/S021848851750009X
  • Nguyen Truong Son, Le Minh Nguyen, Ho Bao Quoc, Akira Shimazu: Recognizing logical parts in legal texts using neural architectures. 2016 Eighth International Conference on Knowledge and Systems Engineering (KSE); 10/2016, DOI:10.1109/KSE.2016.7758062
  • Nghia Huynh, Lam Vu, Quoc Ho: A hybrid approach for DocTime classification. 2016 Eighth International Conference on Knowledge and Systems Engineering (KSE); 10/2016, DOI:10.1109/KSE.2016.7758053
  • Le Nguyen Hoai Nam, Ho Bao Quoc: A Comprehensive Filter Feature Selection for Improving Document Classification. The 29th Pacific Asia Conference on Language, Information and Computation (PACLIC 2015), Shanghai, China; 11/2015
  • Le Nguyen Hoai Nam, Ho Bao Quoc: A Combined Approach for Filter Feature Selection in Document Classification. 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2015), Vietri sur Mare, Italy; 11/2015, DOI:10.1109/ICTAI.2015.56
  • Nghia Huynh, Quoc Ho: A Combined Approach for Disease/Disorder Template Filling. 7th International Conference on Knowledge and Systems Engineering, Ho Chi Minh, Vietnam; 10/2015, DOI:10.1109/KSE.2015.62
  • Quoc Ho, Nghia Huynh: TeamHCMUS: Analysis of Clinical Text. The 9th International Workshop on Semantic Evaluation, Denver, Colorado; 06/2015, DOI:10.18653/v1/S15-2063
  • Son Nguyen, Quoc Ho, Minh Nguyen: JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts. Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task; 01/2015, DOI:10.18653/v1/K15-2010
  • Thinh D. Bui, Quoc B. Ho: An approach for automatically structuring Vietnamese legal text. Proceedings of the International Conference on Asian Language Processing 2014, IALP 2014; 12/2014, DOI:10.1109/IALP.2014.6973500
  • Huu Nghia Huynh, Bao-Quoc Ho: A Rule-based Approach for Relation Extraction from Clinical Documents. Asian Conference on Information Systems 2014, Nha trang, Vietnam; 12/2014
  • Son Nguyen, Ho Bao Quoc, Nguyen Le Minh: Recognizing logical parts in Vietnamese Legal Texts using Conditional Random Fields. The 11th IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF2015); 11/2014, DOI:10.1109/RIVF.2015.7049865
  • Bui Dac Thinh, Nguyen Truong Son, Ho Bao Quoc: Towards a Conceptual Search for Vietnamese Legal Text. 13th International Conference on Computer Information Systems and Industrial Management Applications; 11/2014, DOI:10.13140/2.1.2885.0563
  • Bao-Quoc Ho, Huu Nghia Huynh, Son Lam Vu: ShARe/CLEFeHealth: A Hybrid Approach for Task 2. Working Notes for CLEF 2014 Conference, Sheffield, UK; 09/2014
  • Xuan Quang Pham, Minh Quang Le, Bao Quoc Ho: A Hybrid approach for biomedical event extraction. Proceedings of the BioNLP Shared Task 2013 Workshop; 08/2013
  • Thành Nguyễn, Bao-Quoc HO: Semantic Integration In MMR For Multi- Document Summarization. FAIR - Fundamental and Applied IT Research, Hue University of Sciences, Hue City, Vietnam; 06/2013, DOI:10.13140/2.1.1779.6160
  • Hoai-Duc Tuan-Nguyen, Bao-Quoc Ho, Tuan-Dung Bui, Minh-Chau Hoang: A Grammatically Structured Noun Phrase Extractor for Vietnamese. Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), 2012 IEEE RIVF International Conference on; 02/2012, DOI:10.1109/rivf.2012.6169837
  • Quang Le Minh, Son Nguyen Truong, Quoc Ho Bao: A pattern approach for biomedical event annotation. Proceedings of the BioNLP Shared Task 2011 Workshop; 06/2011
  • Quang-Vinh Tran, Ryutaro Ichise, Bao-Quoc Ho: Cluster-based similarity aggregation for ontology matching.. Proceedings of the 6th International Workshop on Ontology Matching, Bonn, Germany, October 24, 2011; 01/2011
  • Bao-Quoc Ho, Van B. Dang, Minh V. Luong, Thuy T.B. Dong: English-Vietnamese Cross-Language Information Retrieval: An experimental study. Research, Innovation and Vision for the Future, 2008. RIVF 2008. IEEE International Conference on; 08/2008, DOI:10.1109/RIVF.2008.4586341
  • Ho Bao Quoc: Vietnamese Text Retrieval: Test Collection and First Experimentations. The First International Workshop on Evaluating Information Access; 04/2007
  • Van B. Dang, Bao-Quoc Ho: Automatic Construction of English-Vietnamese Parallel Corpus through Web Mining. Research, Innovation and Vision for the Future, 2007 IEEE International Conference on; 04/2007, DOI:10.1109/RIVF.2007.369166
  • Q. Le Minh, S.N. Truong, Q.H. Bao: A pattern approach for biomedical event annotation. Proceedings of the BioNLP Shared Task 2011 Workshop; 04/2007
  • Bao-Quoc Ho, Dong Thi Bich Thuy, Jean-Pierre Chevallet, Marie-France Bruandet: A structured indexing model based on noun phrases. 4th International Confernce on Computer Sciences: Research, Innovation and Vision for the Future, February 12-16, 2006, Ho Chi Minh City, Vietnam; 01/2006, DOI:10.1109/RIVF.2006.1696423
  • Bao-Quoc Ho, Jean-Pierre Chevallet, Marie-France Bruandet: Recherche d'Information Bilingue français-vietnamien. Actes de la Deuxieme Conference Internationale Associant Chercheurs Vietnamiens et Francophones en Informatique, Hanoï Vietnam, 2-5 Février 2004; 01/2004
  • Marie-France Bruandet, Jean-Pierre Chevallet, Dong Thi, Bich Thuy, Ho Bao Quoc: An approach to Vietnamese Information Retrieval.. RIVF; 01/2002