Advances in Information and Communication Technology: Proceedings of the 2nd International Conference Icta 2023, Volume 2 (資訊與通信技術的進展：第二屆國際會議 Icta 2023 論文集，第二卷)

本書包含四篇主題演講摘要及83篇從179篇投稿中選出的最佳同行評審論文，這些論文在第二屆國際資訊與通信技術進展會議（ICTA 2023）中發表，分享了在資訊與通信技術（ICT）研究和教育中的研究成果及實際應用。過去十年發生的技術變革和數位轉型對所有經濟和社會領域產生了重大影響。一般而言，資訊與通信技術（ICT）及特別是人工智慧（AI）推動了社會經濟的增長。

這些主題涵蓋所有與ICT相關的領域及其對社會經濟發展的貢獻，重點關注最先進的技術，如AI。學術界和業界的研究人員及實務工作者將本書作為其研究活動、教學、學習及推進當前技術的寶貴參考。

本次會議由泰阮資訊與通信技術大學（ICTU）主辦。

Assoc. Prof. Phung Trung Nghia received his Engineer degree in Electronics and Telecommunications from Hanoi University of Science and Technology (HUST) in 2002. He completed his Master of Science in Telecommunications from Vietnam National University, Hanoi (VNUH) in 2007 and his Ph.D. degree in Information Science from Japan Advanced Institute of Science and Technology (JAIST) in 2013. He was Dean of the Faculty of Electronics and Telecommunications and Head of Academic Affairs. He has been ICTU's Rector. He received the Award for Excellent Young Researcher (Golden Globe Award) from Vietnam's Ministry of Science and Technology (MOST) in 2008. His main research interest lies in the interaction between signal processing and machine learning, and he has published more than 70 research papers related to this field.

Dr. Vu Duc Thai got a Master of Science in Computer Science from Thai Nguyen University and a Ph.D. degree in Mathematical Foundationsfor Computers and Computing Systems from the Institute of Information Technology--Vietnam Academy of Science and Technology in 2012. He has been ICTU's Vice-Rector. His research relates to databases, information systems, and embedded systems (Cellular Neural Networks, FPGA). He has published more than 40 articles, books, and book chapters. He is an Editor and Reviewer for some international journals.

Prof. Nguyen Thanh Thuy received an Engineer degree in Computing in 1982 and a Ph.D. degree in Computer Science from HUST in 1987. He was a Professor of computer science at HUST until 2011 and then at the VNU University of Engineering and Technology. Prof. Nguyen Thanh Thuy is now Head of the key laboratory for AI at the Faculty of Information Technology under VNU University of Engineering and Technology. His AI research interests are mainly in knowledge systems, soft computing, data mining, deep learning, hybrid intelligent systems, general AI, and responsible AI. Prof. Nguyen Thanh Thuy is now President of the National Committee for Professorships of Vietnam in Computer Science (upon Ministry of Education and Training), period 2018-2023.

Assoc. Prof. Le Hoang Son is Vice-Director of VNU Information Technology Institute at Vietnam National University, Hanoi. His main research areas include soft computing foundation, knowledge-based systems, integrated machine learning for multimedia intelligence, and multi-modal and environmental AI, with an interest in healthcare and telecommunications network applications. Some applications have been deployed recently with software copyrights, such as a medical imaging support system with a deep learning model and knowledge graph, semi-supervised systems in object detection on remote sensing images, large recommender system (Mega RS) with techniques to extract information on electronic medical records, the software analyzes facial expressions and supports dynamic decision-making. Dr. Son has been a Vietnam Government Office Consultant since 2019.

Prof. Dr. Van-Nam Huynh received a Ph.D. degree in Mathematics from Vietnam Academy of Science and Technology in 1999. He is a Professor at the School of Knowledge Science, JAIST. Also, he serves as a Research Fellow at The University of Economics Ho Chi Minh City, Vietnam. He was a Visiting Professor at the National Electronics and Computer Technology Center (NECTEC), Thailand, in 2019, an Adjunct Professor at Chiang Mai University, Thailand, from 2015 to 2017, and a Part-time Lecturer at Tsukuba University, Japan, from 2011 to 2015. His research interests include AI and machine learning, decision analysis and management science, modeling and reasoning with uncertain knowledge, argumentation and multi-agent systems, and Kansei information processing and applications. He serves as Area Editor of the International Journal of Approximate Reasoning, Editor-in-Chief of the InternationalJournal of Knowledge and Systems Science, and Area Editor of the Journal Array.

副教授 Phung Trung Nghia 於2002年獲得河內科技大學 (HUST) 的電子與電信工程學士學位。他於2007年在越南國立大學河內校區 (VNUH) 獲得電信碩士學位，並於2013年在日本先進科學技術研究所 (JAIST) 獲得資訊科學博士學位。他曾擔任電子與電信學院院長及學術事務主管，並擔任ICTU的校長。他於2008年獲得越南科技部 (MOST) 的優秀青年研究者獎（金球獎）。他的主要研究興趣在於信號處理與機器學習之間的互動，並已發表超過70篇相關研究論文。

博士 Vu Duc Thai 於2012年獲得泰阮大學的計算機科學碩士學位，並在越南科學技術學院資訊技術研究所獲得計算機與計算系統的數學基礎博士學位。他曾擔任ICTU的副校長。他的研究涉及數據庫、資訊系統及嵌入式系統（細胞神經網絡、FPGA）。他已發表超過40篇文章、書籍及書籍章節，並擔任一些國際期刊的編輯及審稿人。

教授 Nguyen Thanh Thuy 於1982年獲得計算學工程學位，並於1987年在HUST獲得計算機科學博士學位。他曾在HUST擔任計算機科學教授，直到2011年，之後轉至越南國立大學工程與技術學院。Nguyen Thanh Thuy教授目前是該學院人工智慧關鍵實驗室的負責人。他的人工智慧研究興趣主要集中在知識系統、軟計算、數據挖掘、深度學習、混合智能系統、一般人工智慧及負責任的人工智慧。Nguyen Thanh Thuy教授目前是越南計算機科學教授國家委員會的主席（由教育部及培訓部任命），任期為2018-2023年。

副教授 Le Hoang Son 是越南國立大學河內校區資訊技術研究所的副所長。他的主要研究領域包括軟計算基礎、基於知識的系統、針對多媒體智能的整合機器學習，以及多模態和環境人工智慧，並對醫療保健和電信網絡應用感興趣。最近已部署一些應用程序並獲得軟體著作權，例如具有深度學習模型和知識圖譜的醫學影像支援系統、在遙感影像上進行物體檢測的半監督系統、大型推薦系統（Mega RS）以及分析電子病歷信息的技術，還有分析面部表情並支援動態決策的軟體。自2019年以來，Son博士一直擔任越南政府辦公室顧問。

教授 Van-Nam Huynh 於1999年獲得越南科學技術學院的數學博士學位。他是JAIST知識科學學院的教授，同時也是胡志明市經濟大學的研究員。他於2019年擔任泰國國家電子與計算機技術中心 (NECTEC) 的訪問教授，2015至2017年擔任泰國清邁大學的兼任教授，並於2011至2015年擔任日本筑波大學的兼職講師。他的研究興趣包括人工智慧與機器學習、決策分析與管理科學、不確定知識的建模與推理、論證與多代理系統，以及感性資訊處理與應用。他擔任《國際近似推理期刊》的區域編輯及《國際知識與系統期刊》的主編。