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Hải Dương-Trọng

Senior Research Associate

PhD. in Computer Science, Inha University - Korea

Email:

DTHai@ntt.edu.vn

Dương Trọng Hải
Dương Trọng Hải

Hai Duong-Trong is Senior Research Associate since June 2020, Department Chair and Director of the Institute of Science and Technology Industry 4.0 at Nguyen Tat Thanh University in Vietnam. He holds a PhD in Computer Science from Inha University in Korea and has published A hybrid method for fuzzy ontology integration in Cybernetics and Systems and Constructing and Mining: A Semantic-Based Academic Social Network in Journal of Intelligent & Fuzzy Systems. His research focuses on Semantic Web, data mining, machine learning, big data and e-commerce.

Curriculum vitae:

Other affilication:

Nguyen Tat Thanh University

Country:

Vietnam

Research fields of interest:

Semantic Web, Data mining, Machine learning, Big data, E-commerce

PUBLICATIONS

2009
2010
2011
2012
2013
2014
2015
2016
2017
2018

International Journal of Intelligent Information and Database Systems

2018

10.1504/IJIIDS.2018.091595
K-means**–a fast and efficient K-means algorithms.

Nguyen Cuong Duc, and Trong Hai Duong.

Keywords:

K-Means Clustering, Machine Learning, Algorithm, Data Mining

More Information

Journal of Information and Telecommunication

2018

10.1080/24751839.2017.1372073
EREL: an Entity Recognition and Linking algorithm

Nguyen Cuong Duc, and Trong Hai Duong

Keywords:

Entity Recognition, Entity Linking, Natural Language Processing, Algorithm

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Journal of Information and Telecommunication

2017

10.1080/24751839.2017.1323491
Smart interactive search for Vietnamese disease by using data mining-based ontology.

Nguyen, Hong Son, Minh Hieu Le, Chan Quan Loi Lam, and Trong Hai Duong.

Keywords:

Vietnam, Data Mining, Ontology, Disease Search, Health Informatics

More Information

International Journal of Intelligent Information and Database Systems

2017

10.1504/IJIIDS.2017.087242
Specific K-mean clustering-based perceptron for dengue prediction

Nguyen Hoang Long, Trong Hai Duong, Cuong Phan Nguyen, Duc Cuong Nguyen, Thach Phat Chiem, Manh Hung Nguyen, Thi Nhu Mai Nguyen, and Hung Vi Nguyen

Keywords:

Vietnam, Dengue Prediction, Machine Learning, K-Means Clustering, Public Health

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Journal of Information and Telecommunication

2017

10.1080/24751839.2017.1347393
On improving agricultural IoT management process for fault detection

Nguyen Tien-Dung, Thach-Phat Chiem, Trong-Hai Duong, Duc-Hung Le, and Xuan-An Nguyen.

Keywords:

Vietnam, Agricultural IoT, Fault Detection, Smart Agriculture

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Vietnam Journal of Computer Sciences

2016

10.1007/s40595-016-0061-5
ENSO-based tropical cyclone forecasting using CF-ANFIS

Duong Trong Hai

Keywords:

ENSO, Tropical Cyclone, Forecasting, ANFIS, Climate

More Information

Vietnam Journal of Computer Science

2016

10.1007/s40595-016-0077-x
Collaborative Vietnamese WordNet building using consensus quality

Trong Hai Duong, Minh Quang Tran, Thi Phuong Trang Nguyen

Keywords:

Vietnam, Vietnamese WordNet, Natural Language Processing, Consensus

More Information

Expert Systems with Applications

2015

10.1016/j.eswa.2014.07.046
A collaborative algorithm for semantic video annotation using a consensus-based social network analysis

Trong Hai Duong, Ngoc Thanh Nguyen, Hai Bang Truong, and Van Huan Nguyen

Keywords:

Semantic Video Annotation, Social Network Analysis, Consensus, Algorithm

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International Journal of Advanced Computer Research

2015

Improved Vector Space Model TF/IDF Using Lexical Relations

Minh Chau Huynh; Pham Duy Thanh Le; Trong Hai Duong

Keywords:

TF-IDF, Vector Space Model, Lexical Relations, Information Retrieval

More Information

Cybernetics and Systems

2014

10.1080/01969722.2014.874815
Trust-based consensus for collaborative ontology building

Trong Hai Duong, Ngoc Thanh Nguyen, Duc Cuong Nguyen, Thi Phuong Trang Nguyen and Ali Selamat

Keywords:

Ontology Building, Consensus, Collaborative Systems, Knowledge Engineering

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Cybernetics and Systems

2013

10.1080/01969722.2013.762237
A hybrid method for fuzzy ontology integration.

Hai Bang Truong, Trong Hai Duong and Ngoc Thanh Nguyen

Keywords:

Ontology Integration, Fuzzy Logic, Knowledge Engineering

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International Journal of Software Engineering and Knowledge Engineering

2013

10.1142/S0218194013400032
Experts search and rank with social network: An ontology-based approach

Mohammed Nazim Uddin, Trong Hai Duong, Kyeong Jin Oh, Jin Guk, Geun Sik Jo

Keywords:

Social Network, Expert Search, Ontology, Information Retrieval

More Information

Neurocomputing

2012

10.1016/j.neucom.2011.04.048
Enhancing performance and accuracy of ontology integration by propagating priorly matchable concepts

Trong Hai Duong, Geun Sik Jo

Keywords:

Ontology Integration, Concept Matching, Knowledge Engineering

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IEEE International Conference on Systems, Man, and Cybernetics

2011

10.1109/ICSMC.2011.6083790
Anchor-Prior: An effective algorithm for ontology integration

Duong Trong Hai and Geun Sik Jo

Keywords:

Ontology Integration, Algorithm, Knowledge Engineering

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Journal of Intelligent & Fuzzy Systems

2010

10.3233/IFS-2010-0451
Constructing and Mining: A Semantic-Based Academic Social Network

Trong Hai Duong, Ngoc Thanh Nguyen and Geun Sik Jo

Keywords:

Academic Social Network, Semantic Web, Data Mining

More Information

Information-An International Interdisciplinary Journal

2010

Consensus Methods by Analyzing Keywords in Blogosphere

Mohd Zulkefli Nurul Akhmal, Trong Hai Duong, Inay Ha and Geun Sik Jo

Keywords:

Consensus Methods, Blogosphere, Keyword Analysis, Social Media

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Information-An International Interdisciplinary Journal

2010

Collaborative ontology building by reaching consensus among participants

Trong Hai Duong, Geun Sik Jo, Sang Jin Cha

Keywords:

Ontology Building, Consensus, Collaborative Systems

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Cybernetics and Systems: An International Journal

2009

10.1080/01969720802634055
A Hybrid Method for Integrating Multiple Ontologies Cybernetics and Systems

Trong Hai Duong, Ngoc Thanh Nguyen, Geun Sik Jo

Keywords:

Ontology Integration, Hybrid Method, Cybernetics

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Journal of Universal Computer Science

2009

Complexity Analysis of Ontology Integration Methodologies: A Comparative Study

Trong Hai Duong, Geun Sik Jo, Jason J.Jung and Ngoc Thanh Nguyen

Keywords:

Ontology Integration, Complexity Analysis, Comparative Study

More Information
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