Description

Book Synopsis
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.

Opinion Analysis For Online Reviews

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    RRP £58.00 – you save £2.90 (5%)

    Order before 4pm today for delivery by Sat 20 Jun 2026.

    A Paperback / softback by Yuming Lin, Xiaoling Wang, Aoying Zhou

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      View other formats and editions of Opinion Analysis For Online Reviews by Yuming Lin

      Publisher: World Scientific Publishing Co Pte Ltd
      Publication Date: 28/07/2016
      ISBN13: 9789813100442, 978-9813100442
      ISBN10: 9813100443

      Description

      Book Synopsis
      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.

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