Hybrid Intelligent Systems for Information Retrieval - Anuradha D Thakare, Shilpa Laddha, Ambika Pawar

Hybrid Intelligent Systems for Information Retrieval

Buch | Softcover
234 Seiten
2024
Chapman & Hall/CRC (Verlag)
978-1-032-03570-3 (ISBN)
68,55 inkl. MwSt
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.
Hybrid Intelligent Systems for Information Retrieval 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.

• 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.

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.

Erscheinungsdatum
Reihe/Serie Chapman & Hall/CRC Computational Intelligence and Its Applications
Zusatzinfo 15 Tables, black and white; 69 Line drawings, black and white; 3 Halftones, black and white; 72 Illustrations, black and white
Sprache englisch
Maße 156 x 234 mm
Gewicht 467 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Mathematik / Informatik Informatik Netzwerke
Informatik Weitere Themen Hardware
ISBN-10 1-032-03570-6 / 1032035706
ISBN-13 978-1-032-03570-3 / 9781032035703
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
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