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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.
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Semantic applications (2018)
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- Abstract
- This book describes proven methodologies for developing semantic applications: software applications which explicitly or implicitly uses the semantics (i.e., the meaning) of a domain terminology in order to improve usability, correctness, and completeness. An example is semantic search, where synonyms and related terms are used for enriching the results of a simple text-based search. Ontologies, thesauri or controlled vocabularies are the centerpiece of semantic applications. The book includes technological and architectural best practices for corporate use.
- Content
- Introduction.- Ontology Development.- Compliance using Metadata.- Variety Management for Big Data.- Text Mining in Economics.- Generation of Natural Language Texts.- Sentiment Analysis.- Building Concise Text Corpora from Web Contents.- Ontology-Based Modelling of Web Content.- Personalized Clinical Decision Support for Cancer Care.- Applications of Temporal Conceptual Semantic Systems.- Context-Aware Documentation in the Smart Factory.- Knowledge-Based Production Planning for Industry 4.0.- Information Exchange in Jurisdiction.- Supporting Automated License Clearing.- Managing cultural assets: Implementing typical cultural heritage archive's usage scenarios via Semantic Web technologies.- Semantic Applications for Process Management.- Domain-Specific Semantic Search Applications.
Authors
Themes
Subjects
- Anwendungssystem 1
- Artificial Intelligence (incl. Robotics) 1
- Artificial intelligence 1
- Computer Science 1
- Computer science 1
- Data Mining 1
- Data Mining and Knowledge Discovery 1
- Data mining 1
- Document clustering 1
- Dokumentverarbeitung / Information Retrieval / Abfrageverarbeitung (GBV) 1
- Information Retrieval 1
- Information Retrieval / Einführung (BVB) 1
- Information Storage and Retrieval 1
- Information Systems Applications (incl. Internet) 1
- Information retrieval 1
- Information storage and retrieval 1
- Management information systems 1
- Management of Computing and Information Systems 1
- Ontologie <Wissensverarbeitung> 1
- Semantic Web (BVB) 1
- Semantisches Netz 1
- Text processing (Computer science) 1
- Textverarbeitung (BVB) 1
- Wissensbasiertes System 1
- World Wide Web / Suchmaschine (HBZ) 1
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Classifications
- 006.312 / DDC23ger 1
- 006.33 / DDC23ger 1
- 025.04 1
- 54.64 / Datenbanken 1
- AZE (PB) 1
- QA76.9.T48 1
- ST 205 1
- ST 270 1
- ST 515 1
- TWP (PB) 1
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