Movie Recommendation System Using Sentiment Analysis From Microblogging Data
نویسندگان
چکیده
منابع مشابه
Propagation-based Sentiment Analysis for Microblogging Data
The explosive popularity of microblogging services encourages more and more online users to share their opinions, and sentiment analysis on such opinion-rich resources has been proven to be an effective way to understand public opinions. On the one hand, the brevity and informality of microblogging data plus its wide variety and rapid evolution of language in microblogging pose new challenges t...
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-Sentiment Analysis is the process of determining whether a piece of writing is positive, negative or neutral. It’s also known as opinion mining, deriving the opinion or attitude of a speaker .It is used to identify the mood emotional tone of the speaker. Sentiment analysis is extremely useful in social media monitoring as it allows us to gain the idea of the public. The problem is hard to find...
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Recommendation techniques are very important in the fields of E-commerce and other Web-based services. One of the main difficulties is dynamically providing high-quality recommendation on sparse data. In this paper, a novel dynamic personalized recommendation algorithm is proposed, in which information contained in both ratings and profile contents are utilized by exploring latent relations bet...
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Introduction Sentiment Analysis, the process defined as “aims to determine the attitude of a speaker or a writer with respect to some topic” in Wikipedia, has recently become an active research topic, partly due to its potential use in a wide spectrum of applications ranging from “American idol” popularity analysis to product user satisfaction analysis. With the rapid growth of online informati...
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ژورنال
عنوان ژورنال: IEEE Transactions on Computational Social Systems
سال: 2020
ISSN: 2329-924X,2373-7476
DOI: 10.1109/tcss.2020.2993585