• 0945 09 09 08
  • dthai@ntt.edu.vn
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  • Full Name :

    Duong Trong Hai PhD.
  • Department :

    Nguyen Tat Thanh University
  • Experience :

    15 years on doing research and development
  • Specialized :

    Data Science, Bigdata
  • Language :

    English (D)

Contact Me

Duong Trong Hai PhD.

Nguyen Tat Thanh University
0945 090908
dthai@ntt.edu.vn
 

 

I. EDUCATION

Graduate Course:

 

Inha University

Address

- Zip code: 402-751

- 1207 Hi-Tech, Inha University, #253 Yonghyun-Dong Nam-Ku, Incheon, Korea.

Phone No.

 

(8232)-875-5863

Fax No.

(8232)-875-5863

Dates of study

From  092007  ~ 122011

Degree level

Master & Ph.D.

Area of research

Semantics, Bigdata, Cloud computing, IoT

Title of thesis

Ontology Integration by Propagating Priorly Matchable Concepts

Supervisor

Prof. Geun Sik Jo

 

 

Undergraduate Course:

 

Hue University

Address

 #34 Le Loi Street, Hue City, Thua Thien Hue Province, Vietnam.

Phone No.

(8454)-3-822-132

Fax No.

(8454)-3-825-824 

Dates of study

  092000 ~  062004

Degree level

Bachelor

Area of research

Computer Science

Title of thesis

Virtual Hi-Class Development

Supervisor

Nguyen, Luong Thuc

 

 

II. EMPLOYMENT HISTORY

 

 

Nguyen Tat Thanh University

Address

- 300A Nguyen Tat Thanh Street, Ward 13, District 4, Ho Chi Minh City, Vietnam

Phone No.

 

(848)-39404272

Fax No.

 

Dates

From  012017  ~ present

Job Title

Director of Institute of Science and Technology of Industry 4.0

Job Description

Innovation and Development

Supervisor

Prof. Manh Hung Nguyen

 

 

International University- Vietnam National University HCMC

Address

- Quarter 6, Linh Trung Ward, Thu Duc District, Ho Chi Minh City, Vietnam

Phone No.

 

(848)-3724-4270

Fax No.

(848)-3724-4271

Dates

From  012013  ~ 012017

Job Title

Lecturer

Job Description

Research and Teaching

Supervisor

Prof. Thanh Phong Ho

 

 

 

Inha University

Address

- Zip code: 402-751

- 1207 Hi-Tech, Inha University, #253 Yonghyun-Dong Nam-Ku, Incheon, Korea.

Phone No.

 

+82-32-875-5863

Fax No.

+82-32-875-5863

Dates

From  012012  ~ present

Job Title

Fellowship Postdoctoral

Job Description

Research and Teaching

Supervisor

Prof. Geun Sik Jo

 

 

Quang Binh University

Address

 #312 Ly Thuong Kiet Street, Dong Hoi City, Quang Binh Province, Vietnam

Phone No.

+ 84-52 -3-822-010

Fax No.

+84-52-3-821-054

Dates

092004 ~  072007

Job Title

Full Time Lecturer

Job Description

Teaching college students in informatics field

Supervisor

Prof. Hoang, Duong Hung

 

III. COMMEND AND REWARD

 

  • 2016, Silver medal for innovative smart city
  • 2016, Golden Globe Awards
  • 2016, Creative Youth badge
  • 2015, one of 68 representative young scientists who had a meeting with Vietnam Prime Minister.
  • 2015, one of talent official delegates nationwide
  • 2013, won a fellowship for short-term visiting scientists “YOUNG SCIENTIST SUPPORT PROGRAM 2013 (3 months)” from APEC Climate Center, Korea (For a proposal: Seasonal Forecasting of Tropical Cyclones Making Landfall along the Vietnam Coast Using Adaptive Neuro-Fuzzy Inference Systems).
  • 2012, got a Fellowship Postdoctoral, Inha University, Korea.
  • 2009, Top 5 most cited paper in Cybernetics and Systems.
  • 2011, Best student paper ACIIDS 2011.
  • 2007, got a full scholarship for Master & Ph.D. in Inha University, Korea.
  • 2004, got certificate of merit of Hue Univeristy, Vietnam for the most excellent student in doing research.
  • 2003, was the one of 37 students of whole Vietnam universities, who won a scholarship certificate of Ministry of Postal Service of Vietnam for the most excellent student of information technology.

 

 

IV. RESEARCH INTERESTS

 

  • Intelligent Data Analysis & Information filtering
  • Semantic Web, Ontology
  • Data mining, Big Data
  • Cloud computing
  • Internet of Things

 

VI. PROJECT

 

  1. Developing ontology management models and applications in recommender systems (102.01-2011.10, Nafosted)
  2. Developing Ontology-based Collaborative Models for Semantic Video Annotation and Recommendation on Smart TV Using Consensus-based Social Network (102.01-2013.12, Nafosted)
  3. Developing Smart Data Techniques by Utilizing Semantics and Big Data (102.01-2016.32, Nafosted)
  4. Phát triển Web tương tác thông minh cung cấp thông tin về y học thường thức (Department of Science and Technology HCMC-2015)
  5. Multilayer monitoring of IoT elements in an agricultural IoT system using ontology (Vietnam National University-accepted-2016)

 

 

VII. PROFESSIONAL ACTIVITIES

 

  •  Leading Guest Editor Special issue on:  Smart Data: Where the Big Data Meets the Semantics, Computational Intelligence and Neuroscience, Impact Factor 0.596 (Deadline 11 March 2016)
  • Leading Guest Editor Special issue on: "Intelligent and Knowledge-based Systems Using Semantic Technology" International Journal of Computational Vision and Robotics (IJCVR)
  • Editor of International Journal of Advanced Computer Research (IJACR) ISSN: (Online):2277–7970, ISSN  (Print):2249-7277
  • TC  member of International Journal of Intelligent Information and Database Systems (IJIIDS) ISSN (Online): 1751-5866,  ISSN (Print): 1751-5858
  • TC member of the International Arab Journal of Information Technology (SCIE indexing)
  • TC member of the  IEEE Trans on SMC Part A
  • TC member of the  Semantic Web,  Elsevier
  • TC member of the  Information Sciences,  Elsevier
  • TC member of the  Information Processing & Management,  Elsevier
  • TC member of the  International Journal of Human-Computer Studies,  Elsevier
  • Chair of a special session CIST’2012: Collective Intelligence with Semantic Technology in ICCCI 2012 conference.
  • Chair of a special session IAST’2013 (Intelligent Agent with Semantic Technology 2013) on AMSTA-13, the 7th International Conference on Agents and Multi-Agent Systems - Technologies and Applications, will take place at Hue City, Vietnam on 28-30 May 2013, organised by KES International in association with Hue University.
  • Chair of a special session ADMSW2013 on ACIIDS 2013 conference in Malaysia.
  • Local organizing member of 2nd KES International Symposium on Agent and Multi-Agent Systems : Technologies and Applications (KES AMSTA 2008), 26-28 March 2008, Inha University, Korea.
  • Local organizing member of 1st Asian Conference on Intelligent Information and Database Systems (ACIIDS 2009), 1-2 April 2009, Quangbinh University, Vietnam.
  • TC  member of 6th International KES Conference on Agents and Multi-agent Systems – Technologies and Applications (KES AMSTA 2012), 25-27 June 2012, Dubrovnik, Croatia.
  • Reviewer of  the 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012) , October 14-17, 2012, Seoul, Korea.
  • Reviewer of 4th International Conference Computational Collective Intelligence Technologies and Applications, 28-30 November 2012, HCM, Vietnam.
  • Reviewer of 3st Asian Conference on Intelligent Information and Database Systems (ACIIDS 2011), April. 20-22 2011, Daegu city, Korea.
  • Reviewer of the 4th Asian Conference on Intelligent Information and Database Systems – ACIIDS 2012, March 19 ~ 21, 2012, Kaohsiung, Taiwan
  • 2013 IEEE International Conference on Fuzzy Systems July 7-10, 2013
    Hyderabad, India

 

 

 

VIII. VISITING HISTORY

 

 

PART 2

MY PUBLICATIONS

 

No

Author

Name of published/registered results

Name of journals, Publishing place

Publishing time

ISI Articles

  1.  

Trong Hai Duong, Geun Sik Jo, Jung J.J., Nguyen N.T.

Complexity Analysis of Ontology Integration Methodologies: A Comparative Study

Journal of Universal Computer Science  15(4), pp.877-897

2009

  1.  

Trong Hai Duong, Nguyen N.T., Jo G.S.

A Hybrid Method for Integrating Multiple Ontologies

Cybernetics and Systems 40(2), pp.123-145.

2009

  1.  

Trong Hai Duong, Nguyen N.T., Jo G.S.

Constructing and Mining: A Semantic-Based Academic Social Network

Journal of Intelligent & Fuzzy Systems 21(3), pp.197-207.

2010

  1.  

Trong Hai Duong, Jo G.S.

Collaborative Ontology Building by Reaching Consensus among Participants

Information-An International Interdisciplinary Journal, pp.1557-1569.

2010

  1.  

Mohd Zulkefli N. A., Trong Hai Duong, Inay Ha, and Geun Sik Jo

Consensus Based Information Search by Analyzing Keywords in Blogosphere

Information-An International Interdisciplinary Journal, pp.1625-1637.

2010

  1.  

Trong Hai Duong, Jo G.S.

Enhancing performance and accuracy of ontology integration by propagating priorly matchable concepts

Neurocomputing, 88(1), pp. 3-12

2012

  1.  

Mohammed Nazim Uddin, Trong Hai Duong, Jin-Guk Jung, Geun-Sik Jo

Semantic Information Retrieval from Collaborative Tagging Systems

Expert Systems with Applications, 40 (2013), pp. 1645–1653

2013

  1.  

Mohammed Nazim Uddin, Trong Hai Dduong,

Kyeong-jin Oh, Jin-guk Jung,

and Geun-sik Jo

Experts search and rank with social network:

An ontology-based approach

International Journal of Software Engineering

and Knowledge Engineering

23(1) , pp. 1-20

2013

  1.  

Truong H.B., Duong Trong Hai, Nguyen N.T.

 A Hybrid Method for Fuzzy Ontology Integration

Cybernetics and Systems 44(2-3), pp. 133-154.

2013

  1.  

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

Trust-Based Consensus for Collaborative Ontology Building

Cybernetics and Systems 45(2): 146-164

2014

  1.  

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

A collaborative algorithm for semantic video annotation using a consensus-based social network analysis.

Expert Syst. Appl. 42(1): 246-258

2015

  1.  

Trong Hai Duong, Ngoc Thanh Nguyen, Geun Sik Jo

Anchor-Prior Algorithm for Ontology Integration

Knowledge-Based Systems (In process)

2017

  1.  

Trong Hai Duong, Geun Sik Jo

Behavior-based Video Recommendation Using Adaptive

Neuro-Fuzzy System on Social TV

Journal of Intelligent & Fuzzy Systems, vol. 32, no. 2, pp. 1627-1638, 2017

2017

  1.  

Tran Trong Phuong,  Duong Trong Hai

Ontology-based Recommendation System Using Spark for Big Web

IEEE Transection on Big Data  (IEEE, submitted)

2017

  1.  

Nguyen Hoang Long, Duong Trong Hai

Adaptive Neuro-Fuzzy Inference System Using Mapreduce for Big Data

IEEE Transection on Big Data (IEEE, submitted)

2016

  1.  

Huynh Ai Loan, Pham Minh Man, Tong Ho Nha, Duong Trong Hai

Ontology-based Deep Learning Using Mapreduce for Job Matching

IEEE Transection on Big Data (IEEE, Writing)

2017

  1.  

Le Minh Hieu, Duong Trong Hai

Smart Interactive Search Using Ontology-based data mining

Semantic Web (Elsevier, submitted)

2017

  1.  

Huynh Ai Loan, Nguyen Phuong Trang, Tong Ho Nha,  Duong Trong Hai

Ontology-based  Deep Learning for Triple Extraction

Semantic Web (Elsevier, Writing)

2017

  1.  

Nguyen Tien Dung, Nguyen Ngoc Thanh, Duong Trong Hai

IoT-Ads: A Platform for Internet of Things Advertisement

IEEE Internet of Things (submitted)

2017

  1.  

Nguyen Tien Dung, Chiem Thach Phat,  Duong Trong Hai

On detecting sensor/actuator faults: A service-oriented approach

Vietnam Journal of Computer Science (Accepted)

2017

  1.  

Duong Trong Hai, Tran Trung Dung, Nguyen Tien Dung

Multilayer monitoring of IoT elements in an agricultural IoT system using ontology

IEEE Internet of Things (Writing)

2017

Non-ISI International Journal

  1.  

Duong Trong Hai

ENSO-BASED TROPICAL CYCLONE FORECASTING USING CF-ANFIS

Vietnam Journal of Computer Sciences, Springer

(Article DOI: 10.1007/s40595-016-0061-5)

2016

  1.  

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

 

Collaborative Vietnamese WordNet Building Using Consensus Quality

Vietnam Journal of Computer Sciences, Springer, Volume 4, Issue 2, pp 85–96

 

2016

  1.  

Minh Chau Huynh, Pham

Duy Thanh Le, Trong Hai

Duong

Improved Vector Space

Model TF/IDF

Lexical Relations

International Journal of

Advanced Computer

Research(IJACR)

Volume-5 Issue-21

December -2015

2015

  1.  

Hoang Long Nguyen, Van Cuong Phan, Thach Phat Chiem, Trong Hai Duong

Specific K-Mean Clustering-based Perceptron for Dengue Prediction

International Journal of Intelligent Information and Database Systems (accepted)

 

 

2017

  1.  

Nguyen Hong Son, Dương Trọng Hải

Smart Interactive Search for Human-Disease Using Data Mining-Based Ontology

Vietnam Journal of Computer Sciences, Springer (Accepted)

 

2017

  1.  

Nguyen Van Huan, Duong Trong Hai

Design and evaluation of features and classifiers for OLED panel defect

International Journal of Intelligent Information and Database Systems (accepted)

2017

  1.  

Nguyen Duc Cuong, Duong Trong Hai

K-means star star - A fast and efficient k-means algorithm

International Journal of Intelligent Information and Database Systems (accepted)

2017

Chapter Books

  1.  

Trong Hai Duong, Nguyen Ngoc Thanh, Geun Sik Jo.

 Effective Backbone Techniques for Ontology Integration Management. Springer-Verlag, 197-227

Nguyen N.T., Szczerbicki E. (Eds): Intelligent Systems for Knowledge

2010

  1.  

Trong Hai Duong, Ngoc Thanh Nguyen, Kozierkiewicz-Hetmanska, Geun-Sik Jo

Fuzzy Ontology Integration Using Consensus to Solve Conflicts on Concept Level

New challenges for Intelligent Information, Springer-Verlag Berlin Heidelberg, SCI 351, pp. 33-42.

2011

  1.  

Trong Hai Duong

 

Sy Dung Nguyen

Minh Hien Hoang

An Adaptive Neuro-Fuzzy Inference System for Seasonal Forecasting of Tropical Cyclones Making Landfall along the Vietnam Coast

Advanced Computational Methods for Knowledge Engineering

Studies in Computational Intelligence Volume 479, 2013, pp 225-236

2013

  1.  

Trong Hai Duong, Tran Hoang Chau Dao, Jason J. Jung, Ngoc Thanh Nguyen

Solving Conflicts in Video Semantic Annotation Using Consensus-Based Social Networking in a Smart TV Environment

Advanced Computational Methods for Knowledge Engineering

Advances in Intelligent Systems and Computing Volume 282, 2014, pp 201-216

2014

  1.  

Duc Anh Nguyen, Duong Trong Hai

Video Recommendation Using Neuro-Fuzzy on Social TV Environment

Advanced Computational Methods for Knowledge Engineering

Volume 358 of the series Advances in Intelligent Systems and Computing pp 291-298

 

2015

International Conferences

  1.  

Trong Hai Duong, Nguyen N.T., Jo G.S. 

A Method for Integration across Text Corpus and WordNet-based Ontologies

IEEE/ACM/WI/IAT 2008 Workshops Proceedings, pp. 1-4. IEEE Computer Society

2008

  1.  

Trong Hai Duong, Nguyen N.T., Jo G.S.

A Method for Integration of WordNet-based Ontologies Using Distance Measures

Proceedings of KES 2008. Lecture Notes in Artificial Intelligence pp. 5177, 210-219.

2008

  1.  

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

CMOI: A Collaboratve Method for Multiple Ontology Integration

International Workshop on Soft Computing for Knowledge Technology (SCKT 2008) , IEEE Computer Society

2008

  1.  

Trong Hai Duong, Mohammed Nazim Uddin, Geun Sik Jo

Collaborative Web for Personal Ontology Generation and Visualization for a Social Network

KSE 2009,IEEE Computer Society , pp. 237-242.

2009

  1.  

Trong Hai Duong, Mohammed Nazim Uddin, Li Delong, Geun-Sik Jo

A Collaborative Ontology-Based User Profiles System

ICCCI 2009, Lecture Notes in Computer Science, pp.540-552.

2009

  1.  

Trong Hai Duong, Sang-Jin Cha and Geun-Sik Jo

An Effective Method for Ontology Integration by Propagating Inconsistency

KSE 2010, IEEE Computer Society, pp.41-46

2010

  1.  

Trong Hai Duong, Nguyen N.T., Jo G.S

Fuzzy Ontology Integration Using Consensus Method

ICHIT 2010 Proceedings, ACM, pp.96-99

2010

  1.  

Mohammed Nazim Uddin, Trong Hai Duong, Geun-Sik Jo

Contextual Information Search based on Ontological User Profile

ICCCI 2010, Lecture Notes in Computer Science, pp.490-500.

2010

  1.  

Mohammed Nazim Uddin, Trong Hai Duong, Geun-Sik Jo

An Ontology based Model for Experts Search and Ranking

ACIIDS (2) 2011, LNAI, pp. 150-160

2011

  1.  

Trong Hai Duong, Jo G.S.

Anchor-Prior: An Effective Algorithm for Ontology Integration

 

IEEE SMC 2011, IEEE Computer Society, pp. 942-947.

2011

  1.  

Trong Hai Duong, Ngoc Thanh Nguyen.:

Local Neighbor Enrichment for Ontology Integration

ACIIDS 2012, Lecture Notes in Computer Science, Volume 7196, 2012, pp 156-166

2012

  1.  

Trong Hai Duong, Ahmad Nurzid Rosli, SEAN VISAL, Geun Sik Jo

E-Commerce Video Annotation Using GoodRelations-Based LODs with Faceted Search in Smart TV Environment

 

ICCCI 2012, Lecture Notes in Computer Science, Volume 7654, 2012, pp 253-263

2012

  1.  

Tuong Le,  Trong Hai Duong, Dinh Bay Vo

Personalized Facets for Semantic Search using Linked Open Data with Social Networks

IBICA 2012, IEEE Computer Society, pp. 312 - 317

2012

  1.  

Mohammed Nazim Uddin, SEAN VISAL, Trong Hai Duong, Geun Sik Jo

Construction of Semantic User Profile for Personalized Web Search

 

ICCCI 2012, Lecture Notes in Computer Science,  Volume 7654, 2012, pp 99-108

2012

  1.  

Quoc Uy Nguyen, Trong Hai Duong

Solving Conflict on Collaborative Knowledge via Social Networking Using Consensus Choice

ICCCI 2012, Lecture Notes in Computer Science, Volume 7653, 2012, pp. 21-30

2012

  1.  

Hai Bang Truong, Ngoc Thanh Nguyen, Quoc Uy Nguyen and Trong Hai Duong

A New Graph-based Flooding Matching Method for Ontology Integration

 

CYBCONF 2013, IEEE Computer Society (to be appeared)

2013

  1.  

Tuong Le,  Trong Hai Duong, Dinh Bay Vo

Consensus for Collaborative Ontology-Based Vietnamese WordNet Building

 

ACIIDS 2013, Lecture Notes in Computer Science, Volume 7803, 2013, pp 499-508

2013

  1.  

Duc Cuong Nguyen, Trong Hai Duong

A Technical Survey for Linked Open Data Federation Building. 

KES AMSTA 2013, Lecture Notes in Computer Science, 193-202

2013

  1.  

Nurul Akhmal Mohd Zulkefli, Hai Trong Duong, and Baharum Baharudin

A Case Study on Trust-Based Automated Blog Recommendation Making

 

ACIIDS 2013, Lecture Notes in Computer Science, Volume 7803, 2013, pp 489-498

2013

  1.  

Duong Trong Hai

Personalized Semantic Search Using ODP: A Study Case in Academic Domain

ICCSA2013, Notes in Computer Science, Volume 7975, 2013, pp 607-619

 

2013

  1.  

Thai Thinh Dang, Trong Hai Duong

A hybrid framework for enhancing correlation to solve cold-start problem in recommender systems,

IEEE CISDA 2014, (accepted, to be published 12/2014)

2014

  1.  

Duc Binh DangHong Son NguyenBinh Thanh Nguyen, Trong Hai Duong

 A Framework of Faceted Search for Unstructured Documents Using Wiki Disambiguation. 

ICCCI (2) 2015: 502-511

2015

  1.  

Duc Anh Nguyen, Trong Hai Duong

Video Recommendation Using Neuro-Fuzzy on Social TV Environment. 

ICCSAMA 2015: 291-298

2015

  1.  

Hong Son Nguyen, Trong Hai Duong

Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network

 ICCSAMA 2016: 229-241

2016

  1.  

Ai Loan Huynh, Duong Trong Hai

Triple Extraction Using Lexical Pattern-based Syntax Model

 ICCSAMA 2016: 265-279

2016

Instructor's Courses