OPINION ANALYSIS FOR ONLINE REVIEWS
Wersja papierowa
Wydawnictwo:
World Scientific Publishing Co Pte LtdISBN: 978-98-13-10044-2
Format: 15.2x22.9cm
Liczba stron: 126
Oprawa: Miękka
Wydanie: 2016 r.
Język: angielski
Dostępność: dostępny
369,90 zł
<p>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.</p>