Opinion Analysis For Online Reviews

Yuming Lin, Xiaoling Wang, Aoying Zhou (Autoren)

Buch | Softcover

128 Seiten

2016
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-310-044-2 (ISBN)

Infos

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.

Produkt-Details

• Erscheinungsdatum: 06.08.2016
• Reihe/Serie: East China Normal University Scientific Reports ; 4
• Verlagsort: Singapore
• Sprache: englisch
• Themenwelt: Informatik ► Datenbanken ► Data Warehouse / Data Mining
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• ISBN-10: 981-310-044-3 / 9813100443
• ISBN-13: 978-981-310-044-2 / 9789813100442
• Zustand: Neuware