ICT for Intelligent Systems: Proceedings of Ictis 2025, Volume 7
暫譯: 智慧系統的資訊與通信技術：2025年ICTIS會議論文集，第七卷

本書匯集了針對資訊與通信技術及其在智能計算、雲端儲存、資料探勘和軟體分析等應用領域的最先進研究的論文。它呈現了於泰國曼谷舉行的第九屆智能系統資訊與通信技術國際會議（ICTIS 2025）的成果。本書討論了各種資料分析技術和演算法的基本原理，對於研究人員和實務工作者而言，都是一個寶貴的資源。

Prof. Jyoti Choudrie is a professor of Information Systems in Hertfordshire Business School, Management, Leadership, and Organization (MLO) department where she previously led the Systems Management Research Unit (SyMRU) and currently is a convenor for the Global Work, Economy and Digital Inclusion group. She is also an editor-in-chief for Information, Technology & People Journal (An Association of Business School 3 grade journal). In terms of research, Professor Choudrie is known as the Broadband and Digital Inclusion expert at University of Hertfordshire, which was also the case at Brunel University. To ensure her research is widely disseminated, Professor Choudrie co-edited a Routledge research monograph with Prof. C. Middleton: The Management of Broadband Technology Innovation and completed a research monograph published by Routledge Publishing and focused on social inclusion along with Dr. Sherah Kurnia and Dr. Panayiota Tsatsou titled: Social Inclusion and Usability of ICT-Enabled Services.

Dr. Parikshit N. Mahalle is a senior member IEEE and is Professor, Dean Research and Development at Vishwakarma Institute of Technology, Pune, India. Prior to this, he worked as a Dean - Research and Development and Head - Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India and Professor, Head, Department of Computer Engineering at Sinhgad Institutes. He completed his Ph. D from Aalborg University, Denmark and completed his Post Doctoral Research at CMI, Copenhagen, Denmark. He has 24 years of teaching and research experience. He has 26 patents, 350+ research publications (Google Scholar citations-4000 plus, H index-27 and Scopus Citations are 1950 plus with H index -21, Web of Science citations are 545 with H index - 11) and authored/edited 66 books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global -International Journal of Rough Sets and Data Analysis, Inder-science International Journal of Grid and Utility Computing, Associate Editor for IGI Global - Journal of Affective Computing and Human Interfaces (JACHI), member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence and reviewer for various transactions, journals and conferences of the repute. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is also the recipient of "Best Faculty Award" by Sinhgad Institutes and Cognizant Technologies Solutions, International Level S4DS distinguished Researcher of the Year 2023 and State Level Meritorious Teacher Award. His book on Design and Analysis of algorithms is referred as Textbook in IIITs and NITs and his book on Data Analysis on Pandemic by CRC press has received two international awards in 2020. He is also Certified ISO 27001:2022 Lead Auditor.

Dr. Thinagaran Perumal is the recipient of 2014 Early Career Award from IEEE Consumer Electronics Society for his pioneering contribution in the field of consumer technologies. He completed his PhD at Universiti Putra Malaysia, in the area of smart technology and robotics. He is also currently appointed as Head of Department at the Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia. Thina also been elected as Chair of IEEE Consumer Electronics Society Malaysia Chapter. His research interests are towards interoperability aspects of smart homes and Internet of Things (IoT), wearable computing, and cyber-physical systems. Thina is also heading the National Committee on Standardization for IoT (IEC/ISO TC / G/16) as Chairman since 2018. Some of the eminent works include proactive architecture for IoT systems; development of the cognitive IoT frameworks for smart homes and wearable devices for rehabilitation purposes. He is an active member of IEEE Consumer Electronics Society and its Future Directions Committee on Internet of Things. He has published several papers in IEEE Conferences and Journals and is serving as TPC member for several reputed IEEE conferences. He is an active reviewer for IEEE Internet of Things Journal, IEEE Communication Magazine, IEEE Sensors Journal, and IEEE Transaction for Automation Science and Engineering, to name a few. He was elected as General Chair for IEEE International Symposium on Consumer Electronics 2017 (ISCE'17) held in Kuala Lumpur. Thina is currently serving as Vice Chair, IEEE CTSoc Technical Committee on Internet of Things and Digital Twin, overseeing some of the society's technical activities.

Dr. Amit Joshi is Director of the esteemed G R Scholastic LLP, India. His academic journey includes obtaining a B.Tech from Tech in Computer Engineering, Ph.D. in areas of Cloud Computing and further obtaining a Post Doctorate in Market Analysis of International Business from National Taipei University of Business, Taiwan. Enhancing his vision with his rich experience spanning approximately 15 years and realizing the need of globalization in education and business. His active affiliations include esteemed professional societies such as ACM, IEEE, CSI, AMIE, IACSIT Singapore, IDES, ACEEE, NPA, and more. He has presented and authored over 50 papers in reputable national and international journals and conferences, specifically those organized by IEEE and ACM. His editorial contributions include editing over 100 books published by renowned publishers such as Springer, T&F and ACM. He has also organized over 100 national and international conference delegations and workshops in over 20 countries including the USA, Canada, major of Europe, Southeast Asia through various societies and international organizations. He serves as the Director of the Knowledge Chamber of Commerce and Industry, where he concentrates on establishing effective relationships among bureaucrats, industry associations, academic leaders, and regulatory authorities to address common research-related issues across sectors. Also, one of his primary focuses also is on building academic collaborations and promoting the 'ZAPAL' initiative, a future-oriented project involving abroad education powered by his profit venture, G R Scholastic LLP. He is also on the Board of Yudiz Solutions Limited as an Independent Director.

教授 Jyoti Choudrie 是赫特福德商學院資訊系統的教授，隸屬於管理、領導與組織（MLO）系，曾經領導系統管理研究單位（SyMRU），目前是全球工作、經濟與數位包容小組的召集人。她也是《資訊、技術與人員期刊》（Information, Technology & People Journal）的主編（該期刊為商學院三級期刊）。在研究方面，Choudrie 教授被認為是赫特福德大學的寬頻與數位包容專家，這在布魯內爾大學也是如此。為了確保她的研究能夠廣泛傳播，Choudrie 教授與 C. Middleton 教授共同編輯了一本 Routledge 的研究專著《寬頻技術創新的管理》，並完成了一本由 Routledge 出版的研究專著，專注於社會包容，與 Dr. Sherah Kurnia 和 Dr. Panayiota Tsatsou 共同撰寫，標題為《社會包容與 ICT 啟用服務的可用性》。

Dr. Parikshit N. Mahalle 是 IEEE 的高級會員，並擔任印度浦那的 Vishwakarma Institute of Technology 的研究與發展院長。此前，他曾擔任 Vishwakarma Institute of Information Technology 的研究與發展院長及人工智慧與數據科學系主任，以及 Sinhgad Institutes 的計算機工程系教授及系主任。他在丹麥奧爾堡大學獲得博士學位，並在丹麥哥本哈根的 CMI 完成博士後研究。他擁有 24 年的教學與研究經驗，擁有 26 項專利，350 以上的研究出版物（Google Scholar 引用超過 4000，H 指數 27，Scopus 引用超過 1950，H 指數 21，Web of Science 引用 545，H 指數 11），並與 Springer、CRC Press、劍橋大學出版社等共同編著或編輯了 66 本書。他是 IGI Global 的《國際粗集與數據分析期刊》的主編，Inder-science 的《國際網格與公用計算期刊》的主編，IGI Global 的《情感計算與人機介面期刊》（JACHI）的副編輯，並擔任 IGI Global 的《國際環境計算與智能期刊》的編輯審查委員會成員，還是多個知名期刊、交易和會議的審稿人。他的研究興趣包括機器學習、數據科學、演算法、物聯網、身份管理和安全。他還獲得了 Sinhgad Institutes 和 Cognizant Technologies Solutions 的「最佳教師獎」，2023 年國際 S4DS 傑出研究者獎，以及州級優秀教師獎。他的《演算法設計與分析》一書被 IIITs 和 NITs 作為教科書參考，他的《疫情數據分析》一書由 CRC Press 出版，於 2020 年獲得兩項國際獎項。他還是 ISO 27001:2022 的首席審核員。

Dr. Thinagaran Perumal 獲得了 2014 年 IEEE 消費電子學會的早期職業獎，以表彰他在消費技術領域的開創性貢獻。他在馬來西亞普特拉大學獲得博士學位，研究領域為智能技術和機器人技術。他目前擔任馬來西亞普特拉大學計算機科學系的系主任。Thina 也當選為 IEEE 消費電子學會馬來西亞分會的主席。他的研究興趣包括智能家居和物聯網（IoT）的互操作性、可穿戴計算和網絡物理系統。自 2018 年以來，他擔任 IoT 標準化國家委員會（IEC/ISO TC / G/16）的主席。他的一些重要工作包括 IoT 系統的主動架構；為智能家居和康復用途的可穿戴設備開發認知 IoT 框架。他是 IEEE 消費電子學會及其物聯網未來方向委員會的活躍成員。他在 IEEE 會議和期刊上發表了多篇論文，並擔任多個知名 IEEE 會議的 TPC 成員。他還是 IEEE 物聯網期刊、IEEE 通信雜誌、IEEE 傳感器期刊和 IEEE 自動化科學與工程交易的活躍審稿人。他於 2017 年被選為在吉隆坡舉行的 IEEE 國際消費電子學研討會（ISCE'17）的總主席。Thina 目前擔任 IEEE CTSoc 物聯網與數位雙胞胎技術委員會的副主席，負責監督該學會的一些技術活動。

Dr. Amit Joshi 是印度 G R Scholastic LLP 的董事。他的學術旅程包括獲得計算機工程的 B.Tech 學位、雲計算領域的博士學位，並在台灣國立台北商業大學獲得國際商務市場分析的博士後學位。他擁有約 15 年的豐富經驗，並意識到教育和商業全球化的需求。他的活躍聯繫包括 ACM、IEEE、CSI、AMIE、IACSIT 新加坡、IDES、ACEEE、NPA 等知名專業學會。他在 IEEE 和 ACM 組織的國內外期刊和會議上發表和撰寫了超過 50 篇論文。他的編輯貢獻包括編輯超過 100 本由知名出版社如 Springer、T&F 和 ACM 出版的書籍。他還在包括美國、加拿大、歐洲主要國家和東南亞在內的 20 多個國家組織了超過 100 次國內外會議和研討會。他擔任商會知識商會的董事，專注於在官僚、行業協會、學術領導者和監管機構之間建立有效的關係，以解決各行各業的共同研究相關問題。此外，他的主要重點之一是建立學術合作，並推廣「ZAPAL」倡議，這是一個未來導向的項目，涉及由他的盈利企業 G R Scholastic LLP 支持的海外教育。他還擔任 Yudiz Solutions Limited 的獨立董事。