Electronic Product Feature-Based Sentiment Analysis Using Nu-SVM Method
نویسندگان
چکیده
منابع مشابه
Feature-based Sentiment Analysis Approach for Product Reviews
The researches and applications of sentiment analysis become increasingly important with the rapid growth of online reviews. But traditional sentiment analysis models have been lacking in concern on the modifying relationship between words for sentiment analysis of Chinese reviews, and limit the development of opinion mining. This paper proposes a feature-based vector model and a novel weightin...
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In this paper, we present a novel approach to identify feature specific expressions of opinion in product reviews with different features and mixed emotions. The objective is realized by identifying a set of potential features in the review and extracting opinion expressions about those features by exploiting their associations. Capitalizing on the view that more closely associated words come t...
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With the increase of unstructured social media data, sentiment analysis can be applied to infer useful information to assist organizations and their customers. We propose a model for feature-based sentiment analysis using ontology to address queries like:“which car is more comfortable?, which car has better performance and interior?”. Feature based sentiment analysis is done using SentiWordNet ...
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Nowadays, users can share their ideas and opinions with widespread access to the Internet and especially social networks. On the other hand, the analysis of people's feelings and ideas can play a significant role in the decision making of organizations and producers. Hence, sentiment analysis or opinion mining is an important field in natural language processing. One of the most common ways to ...
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ژورنال
عنوان ژورنال: International Journal on Information and Communication Technology (IJoICT)
سال: 2016
ISSN: 2356-5462
DOI: 10.21108/ijoict.2015.11.4