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Dominich, S.: Mathematical foundations of information retrieval (2001)
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- Date
- 22. 3.2008 12:26:32
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Manning, C.D.; Raghavan, P.; Schütze, H.: Introduction to information retrieval (2008)
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- Content
- Inhalt: Boolean retrieval - The term vocabulary & postings lists - Dictionaries and tolerant retrieval - Index construction - Index compression - Scoring, term weighting & the vector space model - Computing scores in a complete search system - Evaluation in information retrieval - Relevance feedback & query expansion - XML retrieval - Probabilistic information retrieval - Language models for information retrieval - Text classification & Naive Bayes - Vector space classification - Support vector machines & machine learning on documents - Flat clustering - Hierarchical clustering - Matrix decompositions & latent semantic indexing - Web search basics - Web crawling and indexes - Link analysis Vgl. die digitale Fassung unter: http://nlp.stanford.edu/IR-book/pdf/irbookprint.pdf.
Authors
Subjects
- Computer science / Mathematics 1
- Document clustering 1
- Dokumentverarbeitung / Information Retrieval / Abfrageverarbeitung (GBV) 1
- Information Retrieval / Einführung (BVB) 1
- Information retrieval 1
- Information storage and retrieval 1
- Online-Recherche / Mathematische Methode 1
- Semantic Web 1
- Semantic Web (BVB) 1
- Text processing (Computer science) 1
- Textverarbeitung (BVB) 1
- World Wide Web / Suchmaschine (HBZ) 1
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Classifications
- 004/.01/51 / dc21 1
- 025.04 1
- 06.35 Informationsmanagement 1
- 54.10 Theoretische Informatik 1
- 54.64 / Datenbanken 1
- AZE (PB) 1
- QA76.9.M35D66 2001 1
- QA76.9.T48 1
- ST 205 1
- ST 271 1
- ST 306 1
- ST 515 1
- TLQ (W) 1
- TVA (W) 1
- TWP (PB) 1
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