Information Retrieval: Algorithms and Heuristics: The Springer International Series in Engineering and Computer Science, cartea 461
Autor David A. Grossman, Ophir Friederen Limba Engleză Hardback – 30 sep 1998
This volume is an invaluable resource for researchers, practitioners, and students working in information retrieval and databases. For instructors, a set of Powerpoint slides, including speaker notes, are available online from the authors.
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Specificații
ISBN-13: 9780792382713
ISBN-10: 0792382714
Pagini: 254
Ilustrații: XVI, 254 p.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1998
Editura: Springer Us
Colecția Springer
Seria The Springer International Series in Engineering and Computer Science
Locul publicării:New York, NY, United States
ISBN-10: 0792382714
Pagini: 254
Ilustrații: XVI, 254 p.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.58 kg
Ediția:1998
Editura: Springer Us
Colecția Springer
Seria The Springer International Series in Engineering and Computer Science
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
1. Introduction.- 2. Retrieval Strategies.- 2.1 Vector Space Model.- 2.2 Probabilistic Retrieval Strategies.- 2.3 Inference Networks.- 2.4 Extended Boolean Retrieval.- 2.5 Latent Semantic Indexing.- 2.6 Neural Networks.- 2.7 Genetic Algorithms.- 2.8 Fuzzy Set Retrieval.- 2.9 Summary.- 2.10 Exercises.- 3. Retrieval Utilities.- 3.1 Relevance Feedback.- 3.2 Clustering.- 3.3 Passage-based Retrieval.- 3.4 N-grams.- 3.5 Regression Analysis.- 3.6 Thesauri.- 3.7 Semantic Networks.- 3.8 Parsing.- 3.9 Summary.- 3.10 Exercises.- 4. Efficiency Issues Pertaining To Sequential IR Systems.- 4.1 Inverted Index.- 4.2 Query Processing.- 4.3 Signature Files.- 4.4 Summary.- 4.5 Exercises.- 5. Integrating Structured Data and Text.- 5.1 Review of the Relational Model.- 5.2 A Historical Progression.- 5.3 Information Retrieval Functionality Using the Relational Model.- 5.4 Boolean Retrieval.- 5.5 Proximity Searches.- 5.6 Computing Relevance Using Unchanged SQL.- 5.7 Relevance Feedback in the Relational Model.- 5.8 Summary.- 5.9 Exercises.- 6. Parallel Information Retrieval Systems.- 6.1 Parallel Text Scanning.- 6.2 Parallel Indexing.- 6.3 Parallel Implementation of Clustering and Classification.- 6.4 Summary.- 6.5 Exercises.- 7. Distributed Information Retrieval.- 7.1 A Theoretical Model of Distributed IR.- 7.2 Replication in Distributed IR Systems.- 7.3 Implementation Issues of a Distributed IR System.- 7.4 Improving Performance of Web-based IR Systems.- 7.5 Web Search Engines.- 7.6 Summary.- 7.7 Exercises.- 8. The Text Retrieval Conference (TREC).- 9. Future Directions.- References.