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

OurSCARA: Awareness-based Recommendation Services for Sustainable Tourism
Luong Vuong Nguyen
World
Journal Paper. April, 2024. Under Review
Speech Recognition-based Human-Computer Interaction: A Survey.
Vinh D. Nguyen, Anh T. Le, Dinh Khanh Le, and Luong Vuong Nguyen*
The 3rd International Conference on Intelligence of Things (ICIT2024). September 12--14, 2024, Danang, Vietnam
Conference Paper. March, 2024 Under review
Bootstrapping Language-image Pre-training (BLIP): Applications, Limitations, and Challenges.
Huu-Tuong Ho, Minh-Tien Pham, Quang-Duong Tran, Quang-Huy Pham, and Luong Vuong Nguyen*
The 3rd International Conference on Intelligence of Things (ICIT2024). September 12--14, 2024, Danang, Vietnam
Conference Paper. March, 2024 Under review
Movie2Vec: Neural Embedding-based for Collaborative Filtering Recommendation Services.
Luong Vuong Nguyen
The 3rd International Conference on Intelligence of Things (ICIT2024). September 12--14, 2024, Danang, Vietnam
Conference Paper. February, 2024 Under review
Advanced Clustering Techniques with Bio-Inspired for Collaborative Filtering Recommendation Systems
Luong Vuong Nguyen
Vietnam Journal of Computer Science
Journal Paper. Jan, 2024. Under Review
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
Classifcations, Evaluation Metrics, Datasets, and Domains in Recommendation Services: A Survey
Luong Vuong Nguyen
International Journal of Hybrid Intelligent Systems
Journal Paper. March, 2024. In Proofreading
MoviePoster-Grounded Contextual Visualization Using Multimodal Techniques.
Huu-Tuong Ho, Minh-Tien Pham, Quang-Duong Tran, Quang-Huy Pham, Dai-Tho Dang, and Luong Vuong Nguyen*
The International Conference on Information Technology and its Applications (CITA 2024). July 19--20, 2024, Hanoi, Vietnam
Conference Paper. February, 2024 Accepted
Glimpse: A Multimodal-Based Transforming Image Collection with Vector Database.
Huu-Tuong Ho, Minh-Tien Pham, Quang-Duong Tran, Quang-Huy Pham, and Luong Vuong Nguyen*
The 38th International Conference on Information Networking (ICOIN 2024). January 17--19, 2024, Ho Chi Minh, Vietnam
Conference Paper. January, 2024 Accepted
A Technical Review on Bootstrapping Language-Image Pre-training.
Huu-Tuong Ho, Fayshal Ahmed, Nhu-Ngoc Dao, and Luong Vuong Nguyen*
The Korean Institute of Communications and Information Sciences (KICS) Winter Conference 2024. Jan 31 - Feb 02, 2024, Pyeongchang, South Korea.
Conference Paper. Jan, 2024 Accepted
Time Efficiency Improvement for Rice Seed Identification using Hybrid Machine Learning Models and Principal Component Analysis.
Quoc-Trinh Vo, Cao Vu Bui, Luong Vuong Nguyen, and Thi-Thu-Hong Phan*
The 4th International Conference on Intelligent Systems & Networks (ICISN 2024). March 22--23, 2024, Hanoi, Vietnam
Conference Paper. Jan, 2024 Accepted
A Survey of Recommendation Systems: Datasets, Evaluation Methods, and Application Domains.
Luong Vuong Nguyen, Quoc-Trinh Vo and Thi-Thu-Hong Phan*
The 23rd International Conference on Intelligent Systems Design and Applications (ISDA), 11-13 December, Olten, Switzerland
Conference Paper. Dec, 2023 Accepted
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
A Synergistic Approach with Adaptive KNN and Matrix Factorization for Enhancing Movie Recommendations.
Luong Vuong Nguyen, Quoc-Trinh Vo, Ho-Trong-Nguyen Pham, Thi-Thuy-Hoai Nguyen, and Thi-Thu-Hong Phan*
The 9th International Conference on Intelligent Information Technology (ICIIT 2024). February 23--25, 2024, Ho Chi Minh, Vietnam
Conference Paper. February, 2024 DOI: 10.1145/3654522.3654581
A Review on New Technologies in 3GPP Standards for 5G Access and Beyond
Ngo Hoang Tu, Trong-Dai Hoang, Tri-Hai Nguyen, Luong Vuong Nguyen, Kyungchun Lee, Laihyuk Park, Woongsoo Na, Sungrae Cho, and Nhu-Ngoc Dao*
Computer Networks
Journal Paper. March, 2024. DOI: 10.1016/j.comnet.2024.110370
Hybrid Knowledge-infused Collaborative Filtering for Enhanced Movie Clustering and Recommendation
Thi-Thu-Hong Phan, Luong Vuong Nguyen*, Quoc-Trinh Vo, and Ho-Trong-Nguyen Pham
Ho Chi Minh City Open University Journal of Science
Journal Paper. March, 2024. DOI: 10.46223/HCMCOUJS.tech.en.14.1.2927.2024
Dynamic Matrix Factorization-based Collaborative Filtering in Movie Recommendation Services
Luong Vuong Nguyen*, Quoc-Trinh Vo, and Thi-Thuy-Hoai Nguyen
Ho Chi Minh City Open University Journal of Science
Journal Paper. March, 2024. DOI: 10.46223/HCMCOUJS.tech.en.14.1.2922.2024
Collaborative Filtering-based Movie Recommendation Services Using Opinion Mining.
Luong Vuong Nguyen
The International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA). February 01-02, 2024, Mahé, Seychelles
Conference Paper. February, 2024 DOI: 10.1109/ACDSA59508.2024.10467884
Matrix Factorization-based Unify Multiple Interactions for Cross-domain Recommendation Services.
Luong Vuong Nguyen, Tri-Hai Nguyen, Ho-Trong-Nguyen Pham and Thi-Thu-Hong Phan*
2023 RIVF International Conference on Computing and Communication Technologies. 23-25 December 2023, Hanoi, Vietnam
Conference Paper. Dec, 2023 DOI: 10.1109/RIVF60135.2023.10471788
An Ensemble Approach to Graph Layout for Movie Poster Similarity Visualization.
Cao Vu Bui, Thi-Thu-Hong Phan, and Luong Vuong Nguyen*
The 12th International Symposium on Information and Communication Technology (SOICT). 07-08 December 2023, Ho Chi Minh, Vietnam
Conference Paper. Dec, 2023 DOI: 10.1145/3628797.3628816
TD3-based Optimization Framework for RSMA-enhanced UAV-aided DownlinkCommunications in Remote Areas
Tri-Hai Nguyen, Luong Vuong Nguyen, L. Minh Dang, Vinh Truong Hoang, and Laihyuk Park *
Remote Sensing
Journal Paper. Nov, 2023. DOI: 10.3390/rs15225284
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning
Van Thuy Hoang, Thanh Sang Nguyen, Sangmyeong Lee, Jooho Lee, Luong Vuong Nguyen, and Oh-Joun Lee*
IEEE Access
Journal Paper. Oct, 2023 DOI: 10.1109/ACCESS.2023.3324046
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 DOI: 10.1007/978-3-031-46573-4_4
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 DOI: 10.1007/978-3-031-46573-4_2
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 DOI: 10.1007/978-3-031-46573-4_3
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
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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