The Resource Information Extraction: Algorithms and Prospects in a Retrieval Context, by Marie-Francine Moens, (electronic resource)

Information Extraction: Algorithms and Prospects in a Retrieval Context, by Marie-Francine Moens, (electronic resource)

Label
Information Extraction: Algorithms and Prospects in a Retrieval Context
Title
Information Extraction: Algorithms and Prospects in a Retrieval Context
Statement of responsibility
by Marie-Francine Moens
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Information extraction regards the processes of structuring and combining content that is explicitly stated or implied in one or multiple unstructured information sources. It involves a semantic classification and linking of certain pieces of information and is considered as a light form of content understanding by the machine. Currently, there is a considerable interest in integrating the results of information extraction in retrieval systems, because of the growing demand for search engines that return precise answers to flexible information queries. Advanced retrieval models satisfy that need and they rely on tools that automatically build a probabilistic model of the content of a (multi-media) document. The book focuses on content recognition in text. It elaborates on the past and current most successful algorithms and their application in a variety of domains (e.g., news filtering, mining of biomedical text, intelligence gathering, competitive intelligence, legal information searching, and processing of informal text). An important part discusses current statistical and machine learning algorithms for information detection and classification and integrates their results in probabilistic retrieval models. The book also reveals a number of ideas towards an advanced understanding and synthesis of textual content. The book is aimed at researchers and software developers interested in information extraction and retrieval, but the many illustrations and real world examples make it also suitable as a handbook for students
Member of
http://library.link/vocab/creatorName
Moens, Marie-Francine
Dewey number
025.04
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
VWQVfV08xgw
Language note
English
LC call number
Z664.2-718.85
Literary form
non fiction
Nature of contents
dictionaries
Series statement
The Information Retrieval Series,
Series volume
21
http://library.link/vocab/subjectName
  • Library science
  • Information storage and retrieval systems
  • Artificial intelligence
  • Natural language processing (Computer science)
  • Optical pattern recognition
  • Computer industry
  • Library Science
  • Information Storage and Retrieval
  • Artificial Intelligence
  • Natural Language Processing (NLP)
  • Pattern Recognition
  • The Computer Industry
Label
Information Extraction: Algorithms and Prospects in a Retrieval Context, by Marie-Francine Moens, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Information Extraction and Information Technology -- Information Extraction from an Historical Perspective -- The Symbolic Techniques -- Pattern Recognition -- Supervised Classification -- Unsupervised Classification Aids -- Integration of Information Extraction in Retrieval Models -- Evaluation of Information Extraction Technologies -- Case Studies -- The Future of Information Extraction in a Retrieval Context
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (254 p.)
Form of item
online
Isbn
9781280634789
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4020-4993-4
Specific material designation
remote
System control number
  • (CKB)1000000000283881
  • (EBL)323806
  • (OCoLC)828801683
  • (SSID)ssj0000299641
  • (PQKBManifestationID)11204771
  • (PQKBTitleCode)TC0000299641
  • (PQKBWorkID)10242925
  • (PQKB)10527936
  • (DE-He213)978-1-4020-4993-4
  • (MiAaPQ)EBC323806
  • (EXLCZ)991000000000283881
Label
Information Extraction: Algorithms and Prospects in a Retrieval Context, by Marie-Francine Moens, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Information Extraction and Information Technology -- Information Extraction from an Historical Perspective -- The Symbolic Techniques -- Pattern Recognition -- Supervised Classification -- Unsupervised Classification Aids -- Integration of Information Extraction in Retrieval Models -- Evaluation of Information Extraction Technologies -- Case Studies -- The Future of Information Extraction in a Retrieval Context
Dimensions
unknown
Edition
1st ed. 2006.
Extent
1 online resource (254 p.)
Form of item
online
Isbn
9781280634789
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4020-4993-4
Specific material designation
remote
System control number
  • (CKB)1000000000283881
  • (EBL)323806
  • (OCoLC)828801683
  • (SSID)ssj0000299641
  • (PQKBManifestationID)11204771
  • (PQKBTitleCode)TC0000299641
  • (PQKBWorkID)10242925
  • (PQKB)10527936
  • (DE-He213)978-1-4020-4993-4
  • (MiAaPQ)EBC323806
  • (EXLCZ)991000000000283881

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