Luong Vuong Nguyen, Ph.D.

Lecturer & Researcher
Department of Artificial Intelligence
FPT University Da Nang
Email: nguyenluongvuong@gmail.com, vuongnl3@fe.edu.vn

CV Google Scholar ORCID DBLP Scopus

BIO

Luong Vuong Nguyen has been a Lecturer and Researcher at the Department of Artificial Intelligence, FPT University, Da Nang, Viet Nam, since October 2022. He also has been an Adjunct Professor at the Department of Artificial Intelligence, The Catholic University of Korea, Bucheon, South Korea, since November 2022. He received his Ph.D. degree in Computer Science and Engineering from Chung-Ang University, Seoul, Korea, in 2022; received an M.S. degree in the Department of Computer Engineering from The Da Nang University of Technology in Vietnam in April 2013; And he received his B.S. in the Department of Mathematics from Da Nang University of Education and Science, Vietnam in July 2009. His research topics include knowledge engineering in data science by using data mining, machine learning, ambient intelligence, and logical reasoning.

Education

Sep 2018 – Aug 2022: Chung-Ang University
Ph.D., Computer Science, Computer Science and Engineering, Seoul, South Korea

Aug 2011 – Aug 2013: Danang University
M.S. in Computer Science, Da Nang University of Technology, Danang City, Vietnam

Sep 2005 – Sep 2009: Danang University
Bachelor of Mathematics - Informatics, Danang University of Education, Danang City, Vietnam

Publications

Deep Reinforcement Learning-Based Sum-Rate Maximization for Uplink Multi-User SIMO-RSMA Systems.
Thanh Phung Truong, Tri-Hai Nguyen, Anh-Tien Tran, Si Van-Tien Tran, Van Dat Tuong, Luong Vuong Nguyen, Laihyuk Park and Sungrae Cho*
The 2nd International Conference on Intelligence of Things. 25-27 October, 2023, HCM, Vietnam
Conference Paper. Oct, 2023 Under review
A Review in Deep Learning-Based Thyroid Cancer Detection Techniques Using Ultrasound Images.
Le Chieu Long, Bui Hoang Y, Nguyen Luong Trung, Bui Tuan Dung, Thi-Thao Ha, and Luong Vuong Nguyen*
The 2nd International Conference on Intelligence of Things. 25-27 October, 2023, HCM, Vietnam
Conference Paper. Oct, 2023 Under review
Bio-Inspired Clustering: An Ensemble Method for User-Based Collaborative Filtering.
Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham, Quoc-Trinh Vo, Huu-Thanh Duong, and Tram-Anh Nguyen-Thi*
The 2nd International Conference on Intelligence of Things. 25-27 October, 2023, HCM, Vietnam
Conference Paper. Oct, 2023 Under review
An Ensemble Approach to Integrate Implicit Feedback for Cross-domain Recommendation System
Luong Vuong Nguyen, Quoc-Trinh Vo, Ho-Trong-Nguyen Pham and O-Joun Lee*
Mathematics
Journal Paper. May, 2023. Preparing
Exploiting Cross-domain cognition for User Clustering-based Recommendation Services
Luong Vuong Nguyen, and Jason J. Jung*
AI Communications
Journal Paper. May, 2023. Under Review
Adaptive KNN-based Extended Collaborative Filtering Recommendation Services
Luong Vuong Nguyen, Quoc-Trinh Vo, and Tri-Hai Nguyen*
Big Data and Cognitive Computing
Journal Paper. April, 2023 DOI: 10.3390/bdcc7020106
A Synthetic Data Generator for Cross-domain Recommendation Services
Luong Vuong Nguyen, Nam D. Vo, and Jason J. Jung*
PeerJ Computer Science
Journal Paper. March, 2023 DOI: 10.7717/peerj-cs.1360
Machine Learning Techniques for Vietnamese Profanity Detection.
Dai Tho Dang, Cong Phap Huynh, Luong Vuong Nguyen and Cam Bang Le
The 3rd International Conference on Human-centered Artificial Intelligence Dec 16-17, 2022, Ha Noi, Vietnam
Conference Paper. Sep, 2022 Accepted
Intergrating Implicit Feedback for Cross-domain Recommendation System.
Luong Vuong Nguyen, Toan Quyen Nguyen, Bakir Cicak and O-Joun Lee*
The 3rd International Conference on Human-centered Artificial Intelligence Dec 16-17, 2022, Ha Noi, Vietnam
Conference Paper. Sep, 2022 Accepted
Cooperative Negotiation-based Traffic Control for Connected Vehicles at Signal-Free Intersection.
Jason J. Jung, Luong Vuong Nguyen, Laihyuk Park, and Tri-Hai Nguyen*
The 15th International Symposium on Intelligent Distributed Computing (IDC 2022) Sep 14-16, 2022, Bremen, Germany
Conference Paper. Sep, 2022 DOI: 10.1007/978-3-031-29104-3_32
SABRE: Cross-domain Crowdsourcing Platform for Recommendation Services.
Luong Vuong Nguyen, and Jason J. Jung*
The 15th International Symposium on Intelligent Distributed Computing (IDC 2022) Sep 14-16, 2022, Bremen, Germany
Conference Paper. Sep, 2022 DOI: 10.1007/978-3-031-29104-3_24
Understanding Political Polarization based on User Activity: A Case Study in Korean Political YouTube Channels
Giang T.C. Tran, Luong Vuong Nguyen, Jason J. Jung*, and Jeonghun Han
SAGE Open
Journal Paper. April, 2022 DOI: 10.1177/21582440221094587
Tourism Recommender System based on Cognitive Similarity between Cross-Cultural Users.
Luong Vuong Nguyen, Tri-Hai Nguyen, and Jason J. Jung*
1st International Workshop on Artificial intelligence and machine learning for Emerging Topics 2021 (ALLEGET 2021) co-located with 17th International Conference on Intelligent Environments (IE 2021), Dubai, United Arab Emirates (Virtual Event), June 21-24, 2021. IOS Press
Conference Paper. June, 2021 DOI: 10.3233/AISE210101
Extending Collaborative Filtering Recommendation Using Word Embedding: A Hybrid Approach
Luong Vuong Nguyen, Tri-Hai Nguyen, Jason J. Jung*, and David Camacho
Concurrency and Computation: Practice and Experience
Journal Paper. February, 2021 DOI: 10.1002/cpe.6232
OurPlaces: Cross-Cultural Crowdsourcing Platform for Location Recommendation Services
Luong Vuong Nguyen, Jason J. Jung*, and Myunggwon Hwang*
ISPRS International Journal of Geo-Information
Journal Paper. November, 2020 DOI: 10.3390/ijgi9120711
Modeling User Loyalty for Korean Political YouTube Channels
Giang T.C. Tran, Luong Vuong Nguyen, Jason J. Jung*, and Jeonghun Han
In Proceedings of ACM SIGAPP 11st International Conference on Research in Adaptive and Convergent Systems (RACS 2020), pp. 101–106, ACM, Gwangju, Seoul, South Korea, October 13-16, 2020
Conference Paper. October, 2020 DOI: 10.1145/3400286.3418254
Content-Based Collaborative Filtering using Word Embedding: A Case Study on Movie Recommendation
Luong Vuong Nguyen, Tri-Hai Nguyen, and Jason J. Jung*
In Proceedings of ACM SIGAPP 11st International Conference on Research in Adaptive and Convergent Systems (RACS 2020), pp. 101–106, ACM, Gwangju, Seoul, South Korea, October 13-16, 2020
Conference Paper. October, 2020 DOI: 10.1145/3400286.3418253
Bio-inspired Approaches for Smart Energy Management: State of the Art and Challenges
Tri-Hai Nguyen, Luong Vuong Nguyen, Jason J. Jung*, Israel Edem Agbehadji, Samuel Ofori Frimpong, and Richard C. Millham
Sustainability
Journal Paper. October, 2020 DOI: 10.3390/su12208495
Cognitive Similarity-Based Collaborative Filtering Recommendation System
Luong Vuong Nguyen, Minsung Hong, Jason J. Jung*, and Bongsoo Sohn
Applied Sciences-Basel
Journal Paper. June, 2020 DOI: 10.3390/app10124183
Crowdsourcing Platform for Collecting Cognitive Feedbacks from Users: A Case Study on Movie Recommender System
Luong Vuong Nguyen and Jason J. Jung*
Springer Series in Reliability Engineering Book Series, Springer
Book Chapter. March, 2020 DOI: 10.1007/978-3-030-43412-0_9
Crowdsourcing System for Measuring Cognitive Similarity in Recommendation System
Luong Vuong Nguyen, O-Joun Lee, Hoang Long Nguyen, Sojung An, Jason J. Jung*, and Yue-Shan Chang
In Proceeding of the ISSAT International Conference on Data Science in Business, Finance, and Industry (DSBFI 2019), pp. 109-113, Danang, Vietnam; July 03-05, 2019
Conference Paper. July, 2019 LINK: Click here

Honors and Awards

Scholarship

  • Chung-Ang University Young Scientist Scholarship, 2018-2020 (CAYSS) for Ph.D. program

Awards

  • Certificate of Merit from Ambassador Extraordinary and Plenipotentiary of the Socialist Republic of Vietnam in Korea - 2021
  • Vietnamese Student of Five Good Merits - 2020
  • Excellent Achievement in Studying, Working, and Movement of Vietnamese Student Association in Korea - 2020
  • Excellent Achievement in Studying, Working, and Movement of Vietnamese Student Association in Korea - 2019
  • Outstanding Achievements in Organizing the 6th Vietnamese Student Science Conference in Korea in 2019 - ACVYS 2019

Social Activities

  • Member of the Executive Committee, Vietnamese Students' Association in Korea – VSAK (Sep. 2019 – July. 2021)
  • Member of the Executive Committee, Vietnamese Footbal Association in Korea – VFAK (July. 2019 – Presents)
  • Vice President, Vietnamese Students' Association in Chung-Ang University (March. 2019 – Oct. 2020)

Academic Activities

  • Committee Member, The 2nd International Conference on Intelligence of Things (ICIT 2023), Ho Chi Minh, Vietnam, 10/2023
  • Technical Program Committee, The 8th International Conference on Intelligent Information Technology (ICIIT 2023), Da Nang, Vietnam, 02/2023
  • Committee Member, The 3rd International Conference on on Human-centered Artificial Intelligence (Computing4Human), Hanoi, Vietnam, 12/2022
  • Committee Member, The First International Conference on Intelligence of Things (ICIT 2022), Hanoi, Vietnam, 08/2022
  • Committee Member, The 7th Annual Conference of Vietnamese Young Scientists (ACVYS 2021), Seoul, Korea, 07/2021
  • Committee Member, The 9th International Conference on Web Intelligence, Mining and Semantics (WIMS 2019), Seoul, Korea, 06/2019
  • Committee Member, The 6th Annual Conference of Vietnamese Young Scientists (ACVYS 2019), Seoul, Korea, 05/2019
  • Reviewer, Applied Sciences, since July 2020
  • Reviewer, IEEE Access, since Nov 2020
  • Reviewer, Mobile Information System, since Feb 2021
  • Reviewer, ACM Computing Surveys, since March 2021
  • Reviewer, Computers, since Sep 2021
  • Reviewer, Cybernetics and Systems, since Jan 2022
  • Reviewer, Scientific Reports, since Feb 2022

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