Yuming Lin - Böcker
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2 produkter
2 produkter
Del 4 - East China Normal University Scientific Reports
Opinion Analysis For Online Reviews
Inbunden, Engelska, 2016
1 578 kr
Skickas inom 5-8 vardagar
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.
Del 4 - East China Normal University Scientific Reports
Opinion Analysis For Online Reviews
Häftad, Engelska, 2016
940 kr
Skickas inom 5-8 vardagar
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.