The Resource Data Fusion in Information Retrieval, by Shengli Wu, (electronic resource)

Data Fusion in Information Retrieval, by Shengli Wu, (electronic resource)

Label
Data Fusion in Information Retrieval
Title
Data Fusion in Information Retrieval
Statement of responsibility
by Shengli Wu
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
The technique of data fusion has been used extensively in information retrieval due to the complexity and diversity of tasks involved such as web and social networks, legal, enterprise, and many others. This book presents both a theoretical and empirical approach to data fusion. Several typical data fusion algorithms are discussed, analyzed and evaluated. A reader will find answers to the following questions, among others: - What are the key factors that affect the performance of data fusion algorithms significantly? - What conditions are favorable to data fusion algorithms? - CombSum and CombMNZ, which one is better? and why? - What is the rationale of using the linear combination method? - How can the best fusion option be found under any given circumstances?
Member of
Is Subseries of
http://library.link/vocab/creatorName
Wu, Shengli
Dewey number
005.74
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
WvR1ZCJ9mRs
Language note
English
LC call number
Q342
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Adaptation, Learning, and Optimization,
Series volume
13
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Data mining
  • Computational Intelligence
  • Artificial Intelligence
  • Data Mining and Knowledge Discovery
Label
Data Fusion in Information Retrieval, by Shengli Wu, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Evaluation of Retrieval Results -- Score Normalization -- Observations and Analyses -- The Linear Combination Method -- A Geometric Framework for Data Fusion -- Ranking-Based Fusion -- Fusing Results from Overlapping Databases -- Application of the Data Fusion Technique
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (233 p.)
Form of item
online
Isbn
9781280795763
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-28866-1
Specific material designation
remote
System control number
  • (CKB)2670000000175166
  • (EBL)973113
  • (OCoLC)786033661
  • (SSID)ssj0000666032
  • (PQKBManifestationID)11955872
  • (PQKBTitleCode)TC0000666032
  • (PQKBWorkID)10664523
  • (PQKB)11229843
  • (DE-He213)978-3-642-28866-1
  • (MiAaPQ)EBC973113
  • (EXLCZ)992670000000175166
Label
Data Fusion in Information Retrieval, by Shengli Wu, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Evaluation of Retrieval Results -- Score Normalization -- Observations and Analyses -- The Linear Combination Method -- A Geometric Framework for Data Fusion -- Ranking-Based Fusion -- Fusing Results from Overlapping Databases -- Application of the Data Fusion Technique
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (233 p.)
Form of item
online
Isbn
9781280795763
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-28866-1
Specific material designation
remote
System control number
  • (CKB)2670000000175166
  • (EBL)973113
  • (OCoLC)786033661
  • (SSID)ssj0000666032
  • (PQKBManifestationID)11955872
  • (PQKBTitleCode)TC0000666032
  • (PQKBWorkID)10664523
  • (PQKB)11229843
  • (DE-He213)978-3-642-28866-1
  • (MiAaPQ)EBC973113
  • (EXLCZ)992670000000175166

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