Analysis of Various Sentiment Classification Techniques
نویسندگان
چکیده
منابع مشابه
A Survey of Sentiment Classification Techniques
Sentiment classification is an ongoing field and interesting area of research because of its application in various fields collecting review from people about products and social and political events through the web. Currently, Sentiment Analysis concentrates for subjective statements or on subjectivity and overlook objective statements which carry sentiment(s). During the sentiment classificat...
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The emergence of web 2.0 applications has greatly contributed to the increase in volume of information available online today. User generated content can help organizations realize the demands of the public be it in e-commerce, politics or newsrooms. Sentiment analysis plays a pivotal role in the mining of such information thus it is a crucial tool not only in organizations’ decision making pro...
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Sentiment Classification refers to the computational techniques for classifying whether the sentiments of text are positive or negative. Sentiment Classification being a specialized domain of text mining is expected to benefit after preprocessing. In this paper we propose various models with selective combinations of preprocessing techniques and Sentiment Classifiers, to optimize Sentiment Clas...
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با توجه به گسترش روز افزون تقلب در حوزه بیمه به خصوص در بخش بیمه اتومبیل و تبعات منفی آن برای شرکت های بیمه، به کارگیری روش های مناسب و کارآمد به منظور شناسایی و کشف تقلب در این حوزه امری ضروری است. درک الگوی موجود در داده های مربوط به مطالبات گزارش شده گذشته می تواند در کشف واقعی یا غیرواقعی بودن ادعای خسارت، مفید باشد. یکی از متداول ترین و پرکاربردترین راه های کشف الگوی داده ها استفاده از ر...
Critical Review of Sentiment Analysis Techniques
The innovation of Web 2.0 is increasing day by day and its latest hype is Microblogging. Short messages exchange platforms connect people worldwide in an unprecedented manner by publishing short text updates regarding various topics. People freely express their views and opinions on microblogging sites that give rise to multiple user sentiments. In order to precisely determine the mood and natu...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2016
ISSN: 0975-8887
DOI: 10.5120/ijca2016909259