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Preface

机译:前言

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摘要

In recent times, research activities in the areas of Opinion, Sentiment and/or Emotion in natural language texts and other media are gaining ground under the umbrella of affect computing. Huge amount of text data are available in the Social Web in the form of news, reviews, blogs, chats and even twitter. Sentiment analysis from natural language text is a multifaceted and multidisciplinary problem. The existing reported solutions or available systems are still far from perfect or fail to meet the satisfaction level of the end users. There are many conceptual rules that govern sentiment and there are even more clues (possibly unlimited) that can map these concepts from realization to verbalization of a human being. Human psychology that relates to social, cultural, behavioral and environmental aspects of civilization may provide the unrevealed clues and govern the sentiment realization. In the present scenario we need constant research endeavors to reveal and incorporate the human psychological knowledge into machines in the best possible ways. The important issues that need attention include how various psychological phenomena can be explained in computational terms and the various artificial intelligence (AI) concepts and computer modeling methodologies that are most useful from the psychologist's point of view.
机译:近年来,在情感计算的保护下,自然语言文本和其他媒体中的意见,情感和/或情感领域的研究活动逐渐普及。社交网络中以新闻,评论,博客,聊天甚至Twitter的形式提供大量文本数据。从自然语言文本进行情感分析是一个多方面,多学科的问题。现有报告的解决方案或可用系统仍远远不够完善或无法满足最终用户的满意度。有许多控制情绪的概念规则,甚至还有更多线索(可能是无限的)可以将这些概念映射为从实现到人类的语言表达。与文明的社会,文化,行为和环境方面相关的人类心理学可能会提供无法揭示的线索并支配情感的实现。在目前的情况下,我们需要不断的研究努力,以尽可能最佳的方式揭示人类的心理知识并将其纳入机器。需要注意的重要问题包括如何用计算术语解释各种心理现象以及从心理学家的角度来看最有用的各种人工智能(AI)概念和计算机建模方法。

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    《》|2012年|iii-v|共5页
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