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Home / Proceedings / Proceedings of the International AAAI Conference on Web and Social Media

BLEWS: Using Blogs to Provide Context for News Articles

February 1, 2023

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Authors

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst

Microsoft Research,Microsoft Research,Microsoft Research,Microsoft Research,Microsoft Live Labs


DOI:

10.1609/icwsm.v2i1.18616


Abstract:

An overwhelming number of news articles are available every day via the internet. Unfortunately, it is impossible for us to peruse more than a handful; furthermore it is difficult to ascertain an article's social context, i.e., is it popular, what sorts of people are reading it, etc. In this paper, we develop a system to address this problem in the restricted domain of political news by harnessing implicit and explicit contextual information from the blogosphere. Specifically, we track thousands of blogs and the news articles they cite, collapsing news articles that have highly overlapping content. We then tag each article with the number of blogs citing it, the political orientation of those blogs, and the level of emotional charge expressed in the blog posts that link to the news article. We summarize and present the results to the user via a novel visualization which displays this contextual information; the user can then find the most popular articles, the articles most cited by liberals, the articles most emotionally discussed in the political blogosphere, etc.

Topics: ICWSM

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HOW TO CITE:

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst BLEWS: Using Blogs to Provide Context for News Articles Proceedings of the International AAAI Conference on Web and Social Media (2008) 60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst BLEWS: Using Blogs to Provide Context for News Articles ICWSM 2008, 60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst (2008). BLEWS: Using Blogs to Provide Context for News Articles. Proceedings of the International AAAI Conference on Web and Social Media, 60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. BLEWS: Using Blogs to Provide Context for News Articles. Proceedings of the International AAAI Conference on Web and Social Media 2008 p.60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. 2008. BLEWS: Using Blogs to Provide Context for News Articles. "Proceedings of the International AAAI Conference on Web and Social Media". 60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. (2008) "BLEWS: Using Blogs to Provide Context for News Articles", Proceedings of the International AAAI Conference on Web and Social Media, p.60-67

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst, "BLEWS: Using Blogs to Provide Context for News Articles", ICWSM, p.60-67, 2008.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. "BLEWS: Using Blogs to Provide Context for News Articles". Proceedings of the International AAAI Conference on Web and Social Media, 2008, p.60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. "BLEWS: Using Blogs to Provide Context for News Articles". Proceedings of the International AAAI Conference on Web and Social Media, (2008): 60-67.

Michael Gamon,Sumit Basu,Dmitriy Belenko,Danyel Fisher,Matthew Hurst. BLEWS: Using Blogs to Provide Context for News Articles. ICWSM[Internet]. 2008[cited 2023]; 60-67.


ISSN: 2334-0770


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