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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.

Produktinformation

  • Utgivningsdatum2016-07-28
  • Mått157 x 235 x 12 mm
  • Vikt345 g
  • FormatInbunden
  • SpråkEngelska
  • SerieDel 4 i East China Normal University Scientific Reports
  • Antal sidor128
  • FörlagWorld Scientific Publishing Co Pte Ltd
  • ISBN9789813100435

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