Proceedings of the 3rd International Conference on Big Data, Iot and Machine Learning: Bim 2025, Volume 1
暫譯: 第三屆國際大數據、物聯網與機器學習會議論文集：BIM 2025，第1卷

本書匯集了在2025年9月25日至27日於孟加拉國達卡國際大學舉辦的國際大數據、物聯網與機器學習會議（BIM 2025）上發表的高品質同行評審研究論文。本書涵蓋了大數據、物聯網和機器學習領域的研究論文，對於該領域的活躍研究者和實務工作者非常有幫助。

Dr. Mohammad Shamsul Arefin is currently affiliated the Department of Computer Science and Engineering (CSE), Chittagong University of Engineering and Technology, Bangladesh. Earlier, he was the dean, faculty of ECE, CUET. As a part of the conferences, Dr. Arefin acted as an editor of more than ten volumes of Springer book series/lecture notes series. He has more than 200 referred publications. Prof. Arefin received his Doctor of Engineering Degree in Information Engineering from Hiroshima University, Japan, with support of the scholarship of MEXT, Japan. His research includes data privacy and mining, big data management, IoT, Cloud Computing, Natural Language Processing, Image Information Processing, Social Networks Analysis, and Recommendation Systems and IT for agriculture, education, and environment.

Dr. M Shamim Kaiser is currently working as the director of Institute of Information Technology of Jahangirnagar University, Savar, Dhaka-1342, Bangladesh. He is also the professor at the IIT. He received his Bachelor's and Master's degrees in Applied Physics Electronics and Communication Engineering from the University of Dhaka, Bangladesh, in 2002 and 2004 respectively, and the Ph.D. degree in Telecommunication Engineering from the Asian Institute of Technology, Thailand, in 2010. His current research interests include Data Analytics, Machine Learning, Wireless Network & Signal processing, Cognitive Radio Network, Big data and Cyber Security, Renewable Energy.

Dr. Touhid Bhuiyan is a leading expert in Cyber Security, currently serving as a professor at the School of IT, Washington University of Science and Technology (WUST) in Virginia, USA. Prof. Bhuiyan's research spans various areas including cyber security, intelligent recommendations, social networks, trust management, big data analytics, e-Health, and e-Learning. He earned his Ph.D. in Information Security from Queensland University of Technology (QUT), Australia, focusing on Trust Management for Intelligent Recommendations. He is a certified ethical hacker with a Cyber Security: Cyber Risk and Resilience certificate from the University of Oxford. Prof. Bhuiyan has been awarded the Australian Postgraduate Award (APA) and the Deputy Vice-Chancellor's Initiative Scholarship from QUT.

Dr. Md. Abdul Based is a renowned academic, researcher, and administrator currently serving as a professor and the head of the Department of Electrical and Electronic Engineering (EEE), and the additional director of the Institutional Quality Assurance Cell (IQAC) at Dhaka International University (DIU), Bangladesh. With over 20 years of experience, he has made significant contributions in teaching, curriculum development, quality assurance, and academic leadership. He holds two Master's degrees--one in ICT from KTH, Sweden, and another in Computer Science from North South University, Bangladesh.

Dr. Kanad Ray is the Director, Amity Cognitive Computing and Brain Informatics Centre and a Professor and Head of Physics at the Amity School of Applied Sciences Amity University Rajasthan (AUR), Jaipur, India. He has obtained M.Sc & Ph.D. degrees in Physics respectively from Calcutta University & Jadavpur University, West Bengal, India. In an academic career spanning over 30 years, he has published and presented research papers in several national and international journals and conferences in India and abroad. Prof. Ray's current research areas of interest include cognition, communication, electromagnetic field theory, antenna & wave propagation, microwave, computational biology, and applied physics. He has served as an Editor of various Springer Book Series. He is a senior member IEEE and was an IEEE Executive Committee member of Rajasthan.

穆罕默德·沙姆蘇爾·阿雷芬博士目前隸屬於孟加拉國吉大港工程與技術大學（Chittagong University of Engineering and Technology, CUET）的計算機科學與工程系（CSE）。他曾擔任CUET電子與通信工程學院的院長。在會議期間，阿雷芬博士擔任了超過十卷Springer書籍系列/講義系列的編輯。他擁有超過200篇的學術出版物。阿雷芬教授在日本廣島大學獲得資訊工程博士學位，並獲得了日本文部科學省（MEXT）的獎學金支持。他的研究領域包括數據隱私與挖掘、大數據管理、物聯網（IoT）、雲計算、自然語言處理、圖像信息處理、社交網絡分析、推薦系統以及農業、教育和環境的資訊技術。

穆罕默德·沙米姆·凱瑟博士目前擔任孟加拉國達卡薩瓦爾的賈漢基爾大學（Jahangirnagar University）資訊技術研究所的所長。他同時也是該所的教授。他於2002年和2004年分別在達卡大學獲得應用物理電子學和通信工程的學士及碩士學位，並於2010年在泰國亞洲科技大學獲得電信工程博士學位。他目前的研究興趣包括數據分析、機器學習、無線網絡與信號處理、認知無線網絡、大數據和網絡安全、可再生能源。

圖希德·布希揚博士是網絡安全領域的領軍專家，目前擔任美國維吉尼亞州華盛頓科技大學（Washington University of Science and Technology, WUST）資訊技術學院的教授。布希揚教授的研究涵蓋多個領域，包括網絡安全、智能推薦、社交網絡、信任管理、大數據分析、電子健康和電子學習。他在澳大利亞昆士蘭科技大學（Queensland University of Technology, QUT）獲得資訊安全博士學位，專注於智能推薦的信任管理。他是一名認證的道德駭客，並持有牛津大學的網絡安全：網絡風險與韌性證書。布希揚教授曾獲得澳大利亞研究生獎（Australian Postgraduate Award, APA）和昆士蘭科技大學副校長倡議獎學金。

穆罕默德·阿卜杜勒·巴斯德博士是一位著名的學者、研究人員和管理者，目前擔任孟加拉國達卡國際大學（Dhaka International University, DIU）電氣與電子工程系（EEE）的教授及系主任，並擔任機構質量保證單位（IQAC）的附加主任。他擁有超過20年的經驗，在教學、課程開發、質量保證和學術領導方面做出了重要貢獻。他擁有兩個碩士學位——一個是來自瑞典KTH的資訊與通信技術（ICT），另一個是來自孟加拉國北南大學的計算機科學。

卡納德·雷博士是阿米提大學（Amity University Rajasthan, AUR）應用科學學院的物理系主任、教授及負責人。他分別在印度西孟加拉的加爾各答大學和賈達普爾大學獲得物理學碩士及博士學位。在超過30年的學術生涯中，他在國內外的多個期刊和會議上發表和展示了研究論文。雷教授目前的研究興趣包括認知、通信、電磁場理論、天線與波傳播、微波、計算生物學和應用物理。他曾擔任多個Springer書籍系列的編輯。他是IEEE的資深會員，並曾擔任拉賈斯坦州IEEE執行委員會成員。