Predicting Online News Popularity
نویسندگان
چکیده
منابع مشابه
Predicting and Evaluating the Popularity of Online News
Reading and sharing online news has become an important part of people’s entertainment lives. Therefore it would be greatly helpful if we could accurately predict the popularity of news prior to its publication for social media workers (authors, advertisers, etc.). Our goal is to predict the popularity of a news post (measured by number of shares) based on various features (see Table I.). In th...
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Popularity prediction of online news aims to predict the future popularity of news article prior to its publication estimating the number of shares, likes, and comments. Yet, popularity prediction is a challenging task due to various issues including difficulty to measure the quality of content and relevance of content to users; prediction difficulty of complex online interactions and informati...
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Consuming news articles is an integral part of our daily lives and news agencies such as The Washington Post (WP) expend tremendous effort in providing high quality reading experiences for their readers. Journalists and editors are faced with the task of determining which articles will become popular so that they can efficiently allocate resources to support a better reading experience. The rea...
متن کاملPredicting the Popularity of Social News Posts
This project demonstrates that machine learning can be used to accurately predict a post’s popularity. After collecting several thousand posts from HackerNews over several weeks, basic machine learning techniques were applied to a generic set of features. After analyzing trends in the data and refining the learning processes, our model predicted a post’s popularity with 85% accuracy. These resu...
متن کاملAnalyzing and predicting news popularity on Twitter
Twitter is not only a social network, but also an increasingly important newsmedia. In Twitter, retweeting is the most important information propagation mechanism, and supernodes (news medias) that have many followers are the most important information sources. Therefore, it is important to understand the news retweet propagation from supernodes and predict news popularity quickly at the very f...
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ژورنال
عنوان ژورنال: International Journal for Research in Applied Science and Engineering Technology
سال: 2019
ISSN: 2321-9653
DOI: 10.22214/ijraset.2019.4581