Coverart for item
The Resource Opinion analysis for online reviews, Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) & Aoying Zhou (East China Normal University, China)

Opinion analysis for online reviews, Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) & Aoying Zhou (East China Normal University, China)

Label
Opinion analysis for online reviews
Title
Opinion analysis for online reviews
Statement of responsibility
Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) & Aoying Zhou (East China Normal University, China)
Creator
Contributor
Subject
Language
eng
Summary
"This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers."--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorDate
1978-
http://library.link/vocab/creatorName
Lin, Yuming
Dewey number
025.042
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1975-
  • 1965-
http://library.link/vocab/relatedWorkOrContributorName
  • Wang, Xiaoling
  • Zhou, Aoying
Series statement
East China Normal University Scientific Reports
Series volume
volume 4
http://library.link/vocab/subjectName
  • Public opinion
  • Internet users
  • Consumers
  • Data mining
  • Web sites
  • Web sites
Label
Opinion analysis for online reviews, Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) & Aoying Zhou (East China Normal University, China)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
Introduction -- Related works -- Preliminaries -- Terms : sentiment-based review opinion analysis -- Multiple classifier system for opinion analysis -- Optimization of base classifier selection -- Opinion spam detection -- Conclusions
Control code
ocn951227914
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9789813100459
Note
World Scientific Publishing
Specific material designation
remote
System control number
(OCoLC)951227914
Label
Opinion analysis for online reviews, Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) & Aoying Zhou (East China Normal University, China)
Publication
Bibliography note
Includes bibliographical references and index
Contents
Introduction -- Related works -- Preliminaries -- Terms : sentiment-based review opinion analysis -- Multiple classifier system for opinion analysis -- Optimization of base classifier selection -- Opinion spam detection -- Conclusions
Control code
ocn951227914
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9789813100459
Note
World Scientific Publishing
Specific material designation
remote
System control number
(OCoLC)951227914

Library Locations

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