Computational Intelligence for Information Retrieval

Computational Intelligence for Information Retrieval
Author: Dharmender Saini
Publisher: CRC Press
Total Pages: 292
Release: 2021-12-14
Genre: Technology & Engineering
ISBN: 1000484718


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This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval using intelligent techniques, hybrid computational intelligence for pattern recognition, intelligent innovative systems, and protecting and analysing big data on cloud platforms. The book aims to investigate how computational intelligence frameworks are going to improve information retrieval systems. The emerging and promising state-of-the-art of human–computer interaction is the motivation behind this book. The book covers a wide range of topics, starting from the tools and languages of artificial intelligence to its philosophical implications, and thus provides a plethora of theoretical as well as experimental research, along with surveys and impact studies. Further, the book aims to showcase the basics of information retrieval and computational intelligence for beginners, as well as their integration, and challenge discussions for existing practitioners, including using hybrid application of augmented reality, computational intelligence techniques for recommendation systems in big data, and a fuzzy-based approach for characterization and identification of sentiments.


Computational Intelligence for Information Retrieval
Language: en
Pages: 292
Authors: Dharmender Saini
Categories: Technology & Engineering
Type: BOOK - Published: 2021-12-14 - Publisher: CRC Press

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This book provides a thorough understanding of the integration of computational intelligence with information retrieval including content-based image retrieval
Introduction to Information Retrieval
Language: en
Pages:
Authors: Christopher D. Manning
Categories: Computers
Type: BOOK - Published: 2008-07-07 - Publisher: Cambridge University Press

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Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and
Advances in Music Information Retrieval
Language: en
Pages: 411
Authors: Zbigniew W Ras
Categories: Mathematics
Type: BOOK - Published: 2010-02-28 - Publisher: Springer Science & Business Media

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Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects a
Bio-Inspired Computing for Information Retrieval Applications
Language: en
Pages: 411
Authors: Acharjya, D.P.
Categories: Computers
Type: BOOK - Published: 2017-02-14 - Publisher: IGI Global

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The growing presence of biologically-inspired processing has caused significant changes in data retrieval. With the ubiquity of these technologies, more effecti
Information Retrieval: Uncertainty and Logics
Language: en
Pages: 362
Authors: Fabio Crestani
Categories: Computers
Type: BOOK - Published: 1998-10-31 - Publisher: Springer Science & Business Media

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A collection of papers proposing, developing, and implementing logical IR models. After an introductory chapter on non-classical logic as the appropriate formal