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.
Bu e-kitabı satın alın ve 1 tane daha ÜCRETSİZ kazanın!
Dil İngilizce ● Biçim EPUB ● Sayfalar 128 ● ISBN 9789813100466 ● Dosya boyutu 2.3 MB ● Yayımcı World Scientific Publishing Company ● Kent Singapore ● Ülke SG ● Yayınlanan 2016 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 5522774 ● Kopya koruma Adobe DRM
DRM özellikli bir e-kitap okuyucu gerektirir