Computational Intelligence for Information Retrieval

This book provides a comprehensive understanding of the integration of computational intelligence with information retrieval, including discussions on protecting and analyzing big data on cloud platforms, and offers a wealth of theoretical and experimental research, along with surveys and impact studies.

\n Format: Hardback
\n Length: 278 pages
\n Publication date: 15 December 2021
\n Publisher: Taylor & Francis Ltd
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Computational intelligence (CI) has revolutionized the field of information retrieval (IR) by integrating advanced algorithms and techniques to enhance the efficiency and effectiveness of search engines. This comprehensive book offers a thorough understanding of the integration of computational intelligence with information retrieval, encompassing a wide range of topics such as protecting and analyzing big data on cloud platforms, theoretical and experimental research, surveys, and impact studies.

The book begins by introducing the fundamental concepts and principles of CI and IR, providing a solid foundation for the subsequent chapters. It then delves into the latest advancements in machine learning, natural language processing, and data mining algorithms, which are crucial for improving search engine performance. The authors discuss various techniques for indexing and storing large amounts of data, including text mining, latent semantic indexing, and vector space models.

Furthermore, the book explores the challenges and opportunities associated with integrating CI with IR, such as privacy concerns, data ownership, and scalability. It provides practical insights and solutions for addressing these issues, including encryption, access control, and distributed computing techniques.

In addition to theoretical discussions, the book includes a wealth of experimental research and surveys conducted in the field of CI and IR. These studies provide valuable insights into the effectiveness of different algorithms and techniques, as well as their practical applications in various domains. The impact studies also shed light on the societal and economic implications of CI and IR, highlighting their potential to improve decision-making, enhance productivity, and promote innovation.

Overall, this book is an essential resource for researchers, practitioners, and students interested in the field of information retrieval. It provides a comprehensive and up-to-date overview of the latest developments and trends in CI and IR, and offers valuable insights and practical solutions for addressing the challenges and opportunities in this rapidly evolving field.

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Dimension: 234 x 156 (mm)\n
ISBN-13: 9780367680800\n \n