期刊名称：International Journal of Electronics, Communication and Soft Computing Science and Engineering
印刷版ISSN：2277-9477
出版年度：2013
卷号：2
期号：7
出版社：IJECSCSE
摘要：Emotions play an essential role in social interactions, performs important regulatory and utilitarian functions within hu man body, brain, facilitate rational decision making and perception. Emotion indicating, if the feeling is positive or negative. Emotions may be expressed by a person's speech, face expression and written text known as speech, facial and text based emotion respectively. There are six basic emotion classifications:anger, disgust, fear, happiness,sadnss and surpri se. In this paper we are proposing a novel method for extracting the emotions from news headlines. In this approach we are using porter stemming algorithm for preprocessing and SVM classifier for classification
关键词：Emotion classification; SVM; emotion detection; text categorization; preprocessing
