{"product_id":"opinion-analysis-for-online-reviews-9789813100435","title":"Opinion Analysis for Online Reviews","description":"\u003cp\u003e • Author(s): Yuming Lin | Xiaoling Wang | Aoying Zhou\u003cbr\u003e • Publisher: World Scientific Publishing Company\u003cbr\u003e • Publisher Imprint: World Scientific Publishing Company\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46477653934231,"sku":"9789813100435","price":12065.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789813100435.jpg?v=1766290149","url":"https:\/\/atlanticbooks.com\/products\/opinion-analysis-for-online-reviews-9789813100435","provider":"Atlantic Books","version":"1.0","type":"link"}