Sentiment Analysis: Mining Opinions, Sentiments, and Emotions (Hardcover)
暫譯: 情感分析:挖掘意見、情緒與情感 (精裝版)

Bing Liu

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商品描述

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous research challenges but promises insight useful to anyone interested in opinion analysis and social media analysis. This book gives a comprehensive introduction to the topic from a primarily natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs that are commonly used to express opinions and sentiments. It covers all core areas of sentiment analysis, includes many emerging themes, such as debate analysis, intention mining, and fake-opinion detection, and presents computational methods to analyze and summarize opinions. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences.

商品描述(中文翻譯)

情感分析是對人們的意見、情感、情緒和態度進行計算研究的領域。這個引人入勝的問題在商業和社會中變得越來越重要。它提供了許多研究挑戰,但也承諾能為任何對意見分析和社交媒體分析感興趣的人提供有用的見解。本書從主要的自然語言處理(natural language processing)角度對該主題進行全面介紹,幫助讀者理解問題的基本結構以及常用來表達意見和情感的語言結構。它涵蓋了情感分析的所有核心領域,包括許多新興主題,如辯論分析、意圖挖掘和假意見檢測,並提出了分析和總結意見的計算方法。這將成為自然語言處理、計算機科學、管理科學和社會科學領域的研究人員和實務工作者的重要資源。