Hybrid Intelligent Systems for Information Retrieval

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.

Sommario

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.

Riassunto

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.

Dettagli sul prodotto

• Autori: Shilpa Laddha, Ambika Pawar, Anuradha D Thakare, Anuradha D (PC College of Eng. Thakare
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 08.10.2024
• EAN: 9781032035703
• ISBN: 978-1-0-3203570-3
• Pagine: 234
• Serie: Chapman & Hall/CRC Computational Intelligence and Its Applications
• Categorie: Guide e manuali; Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Hardware; Scienze sociali, diritto, economia > Media, comunicazione > Commercio librario, biblioteconomia; COMPUTERS / System Administration / Storage & Retrieval, COMPUTERS / System Administration / General, Information Retrieval, system administration, Storage media & peripherals, Computer networking & communications, Storage media and peripherals