商品描述
This book is a collection of the high-quality research articles presented at the International Conference on Business Intelligence and Data Analytics (BIDA 2025), organized by RV Institute of Management (RVIM), Bengaluru, India, during April 2025. This book covers state-of-the-art research articles from the researchers and practitioners working in the field of business intelligence, data analytics, decision support systems, data warehousing and data mining, big data analytics, predictive and prescriptive analytics, and machine learning for business applications and their real-world applications.
商品描述(中文翻譯)
本書是於2025年4月在印度班加羅爾的RV管理學院（RVIM）舉辦的國際商業智慧與數據分析會議（BIDA 2025）上發表的高品質研究文章的合集。本書涵蓋了來自商業智慧、數據分析、決策支持系統、數據倉儲與數據挖掘、大數據分析、預測與處方分析，以及機器學習在商業應用及其實際應用領域的研究者和實務工作者的最先進研究文章。
作者簡介
Dr. Abhishek Verma is an assistant professor in the Department of Management at BITS Pilani, Pilani Campus. Before joining BITS Pilani, he was with the Indian Institute of Management Rohtak for over four years, where he worked in the Management Information Systems area. He holds a Ph.D. from the Department of Industrial and Systems Engineering, Indian Institute of Technology Kharagpur. His research focuses on data analytics, particularly analyzing large-scale textual and categorical data using data mining and machine learning techniques. Dr. Verma has published extensively in reputed international journals, including Safety Science, Enterprise Information Systems, Computers & Industrial Engineering, International Journal of Injury Control and Safety Promotion, and Process Safety and Environmental Protection. Justin Zhang teaches courses of Information Systems and Business Analytics in the Department of Management at University of North Florida. He received his Ph.D. in Business Administration with a concentration on Management Science and Information Systems from Pennsylvania State University, University Park. His research interests include economics of information systems, knowledge management, electronic business, business process management, information security, and social networking. He is the editor-in-chief of the Journal of Global Information Management, an ABET program evaluator, and an IEEE senior member. His areas of Expertise are Business Analytics, Economics of Information Systems, Information Security, Knowledge Management, Social Media. Dr. Avinash Chandra Pandey is currently serving as an assistant professor in the Discipline of Computer Science & Engineering of PDPM Indian Institute of Information Technology, Design, and Manufacturing, Jabalpur (IIITDM), India. He did his Ph.D. in the field of data analytics under the supervision of Dr. Dharmveer Singh Rajpoot. His research areas include machine learning, text mining, and nature-inspired computing. He has over 9 years of research and teaching experience at UG and PG levels. He has published more than 40 research papers in international peer-reviewed journals of repute, national, and international conferences in India and abroad, and 02 patents. He has also guided many Ph.D. (Ongoing 01), M.Tech. (Awarded 02, Ongoing 01), and B.Tech. (Project: Awarded 30) students. He is a reviewer for various government-funded projects and leading international journals of repute.
作者簡介(中文翻譯)
阿比謝克·維爾瑪博士（Dr. Abhishek Verma）是比拉尼科技學院（BITS Pilani）管理系的助理教授。在加入比拉尼科技學院之前，他在印度管理學院羅塔克分校（Indian Institute of Management Rohtak）工作了四年多，專注於管理資訊系統領域。他擁有印度理工學院卡拉格普爾分校（Indian Institute of Technology Kharagpur）工業與系統工程系的博士學位。他的研究重點是數據分析，特別是使用數據挖掘和機器學習技術分析大規模文本和類別數據。維爾瑪博士在多個知名國際期刊上發表了大量論文，包括《安全科學》（Safety Science）、《企業資訊系統》（Enterprise Information Systems）、《計算機與工業工程》（Computers & Industrial Engineering）、《國際傷害控制與安全促進期刊》（International Journal of Injury Control and Safety Promotion）以及《過程安全與環境保護》（Process Safety and Environmental Protection）。
賈斯汀·張（Justin Zhang）在北佛羅里達大學（University of North Florida）管理系教授資訊系統和商業分析課程。他在賓夕法尼亞州立大學（Pennsylvania State University, University Park）獲得商業管理博士學位，專注於管理科學和資訊系統。他的研究興趣包括資訊系統經濟學、知識管理、電子商務、業務流程管理、資訊安全和社交網絡。他是《全球資訊管理期刊》（Journal of Global Information Management）的主編，ABET計畫評估員，以及IEEE的資深會員。他的專業領域包括商業分析、資訊系統經濟學、資訊安全、知識管理和社交媒體。
阿維納什·昌德拉·潘迪博士（Dr. Avinash Chandra Pandey）目前擔任印度賈巴爾普爾PDPM印度資訊技術設計與製造學院（IIITDM）的計算機科學與工程學科的助理教授。他在達爾姆維爾·辛格·拉吉普特博士（Dr. Dharmveer Singh Rajpoot）的指導下完成了數據分析領域的博士學位。他的研究領域包括機器學習、文本挖掘和自然啟發計算。他在本科和研究生層級擁有超過9年的研究和教學經驗。他在國際同行評審的知名期刊上發表了40多篇研究論文，並在國內外的會議上發表，擁有2項專利。他還指導了多名博士生（目前進行中1名）、碩士生（已授予2名，進行中1名）和本科生（項目：已授予30名）。他是多個政府資助項目和知名國際期刊的審稿人。
