商品描述
"
New Paradigms in Big Data Technology and Business Analytics" emphasize the integration of Big Data Technology and Business Analytics enables organizations to transform vast volumes of data into strategic insights, driving smarter decisions, operational efficiency, and innovative growth. This volume presents a comprehensive exploration of the evolving landscape of Big Data Technology and Business Analytics, showcasing transformative approaches that are reshaping industries and research alike. It highlights the integration of advanced tools such as artificial intelligence, machine learning, data mining, and cloud infrastructure to drive intelligent decision-making and operational efficiency. Focusing on both theoretical frameworks and real-world case studies, this book explores into five essential domains:
Big Data Infrastructure and Technologies, Data Mining and Machine Learning, Big Data Applications and Case Studies, Business Intelligence and Decision Support, and Data Governance and Ethics.
By merging theoretical knowledge with practical applications, this book equips educators, researchers, practitioners, and students with actionable insights into how data-driven strategies can unlock sustainable growth and innovation across sectors. With a forward-thinking vision, it addresses key issues like data privacy, algorithmic fairness, and strategic deployment of analytics in diverse environments. By blending emerging technologies with practical applications, this book serves as a roadmap for anyone aiming to harness the full potential of big data to reshape modern business and society.
商品描述(中文翻譯)
《大數據技術與商業分析的新範式》強調大數據技術與商業分析的整合使組織能夠將大量數據轉化為戰略洞察，推動更智慧的決策、運營效率和創新增長。本書全面探討了大數據技術與商業分析不斷演變的格局，展示了正在重塑行業和研究的變革性方法。它突顯了整合人工智慧、機器學習、數據挖掘和雲基礎設施等先進工具，以推動智能決策和運營效率。本書專注於理論框架和實際案例研究，深入探討五個重要領域：
- 大數據基礎設施與技術
- 數據挖掘與機器學習
- 大數據應用與案例研究
- 商業智慧與決策支持
- 數據治理與倫理
通過將理論知識與實踐應用相結合，本書為教育工作者、研究人員、從業者和學生提供了可行的見解，幫助他們了解數據驅動的策略如何在各個領域解鎖可持續增長和創新。以前瞻性的視野，本書探討了數據隱私、算法公平性以及在多樣化環境中戰略性部署分析等關鍵問題。通過將新興技術與實際應用相融合，本書為任何希望利用大數據的全部潛力來重塑現代商業和社會的人提供了指導。
作者簡介
Prof. (Dr.) Srikanta Patnaik is the Chairman & Founder Director of IIMT, Bhubaneswar. Presently, He is Editors-in-Chief of International Journal of Information and Communication Technology and International Journal of Computational Vision and Robotics published from Inderscience Publishing House, England and also Editors-in-chief of Book Series on "Modeling and Optimization in Science and Technology" published from Springer, Germany. Prof. (Dr.) Madjid Tavana is a Professor and Distinguished Chair of Business Analytics at La Salle University, where he serves as Chairman of the Business Systems and Analytics Department. Dr. Tavana is the Editor-in-Chief of Decision Analytics Journal, Space Mission Planning and Operations, International Journal of Applied Decision Sciences, International Journal of Communication Networks and Distributed Systems, and many more. Dr. Vipul Jain is currently Associate Professor of Supply Chain and Logistics Management at School of Accounting, Information and Supply Chain Management, RMIT, Australia. Previously he was Associate professor at Victoria University of Wellington, New Zealand, where he made notable contributions as Undergraduate Programme Director, PhD programme Director and Research Director for the School of Management.
作者簡介(中文翻譯)
斯里坎塔·帕特奈克教授 (Dr. Srikanta Patnaik)是布巴內斯瓦爾IIMT的董事長及創始主任。目前，他是英國Inderscience Publishing House出版的《國際信息與通信技術期刊》和《國際計算視覺與機器人學期刊》的主編，以及德國Springer出版的《科學與技術中的建模與優化》書系列的主編。 馬吉德·塔瓦納教授 (Dr. Madjid Tavana)是拉薩爾大學商業分析的教授及傑出講座教授，並擔任商業系統與分析系的系主任。塔瓦納博士是《決策分析期刊》、《太空任務規劃與操作》、《應用決策科學國際期刊》、《通信網絡與分佈系統國際期刊》等多本期刊的主編。 維普爾·賈因博士 (Dr. Vipul Jain)目前是澳大利亞RMIT會計、信息與供應鏈管理學院的供應鏈與物流管理副教授。此前，他曾在新西蘭威靈頓維多利亞大學擔任副教授，並在管理學院擔任本科課程主任、博士課程主任及研究主任，做出了顯著貢獻。
