Hybrid Intelligent Systems for Information Retrieval: Chapman & Hall/CRC Computational Intelligence and Its Applications
Autor Anuradha D Thakare, Shilpa Laddha, Ambika Pawaren Limba Engleză Hardback – 22 noi 2022
• Talks about the design, implementation, and performance issues of the hybrid intelligent information retrieval system in one book
• Gives a clear insight into challenges and issues in designing a hybrid information retrieval system
• Includes case studies on structured and unstructured data for hybrid intelligent information retrieval
• Provides research directions for the design and development of intelligent search engines
This book is aimed primarily at graduates and researchers in the information retrieval domain.
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Specificații
ISBN-13: 9781032035680
ISBN-10: 1032035684
Pagini: 252
Ilustrații: 15 Tables, black and white; 69 Line drawings, black and white; 3 Halftones, black and white; 72 Illustrations, black and white
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Computational Intelligence and Its Applications
ISBN-10: 1032035684
Pagini: 252
Ilustrații: 15 Tables, black and white; 69 Line drawings, black and white; 3 Halftones, black and white; 72 Illustrations, black and white
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Computational Intelligence and Its Applications
Public țintă
Postgraduate, Professional, and Undergraduate AdvancedCuprins
1. Introduction. 2. Matching Functions. 3. Information Retrieval Models. 4. Hybrid Swarm Intelligence Approaches for Optimal Information Retrieval. 5. Information Retrieval and Semantic Search. 6. Ontology Creation using Clustering Technique. 7. Natural Language Processing for Information Retrieval. 8. Deep learning (DL) for Information retrieval (IR). 9. Application of Ontology in Domain Specific Information Retrieval: A case study. 10. Applications of Natural Language Processing and Information Retrieval.
Descriere
The book covers three areas along with the introduction to Intelligent IR, i.e. Optimal Information Retrieval using Evolutionary approaches, Semantic Search for Web Information Retrieval and Natural Language Processing for Information Retrieval.