AI Magazine

The Information ecology of social media and online communities

Tim Finin, Anupam Joshi, Pranam Kolari, Akshay Java, Anubhav Kale, and Amit Karandikar

September 1, 2008

Social media systems such as weblogs, photo- and link-sharing sites, wikis and on-line forums are currently thought to produce up to one third of new Web content. One thing that sets these ``Web 2.0'' sites apart from traditional Web pages and resources is that they are intertwined with other forms of networked data. Their standard hyperlinks are enriched by social networks, comments, trackbacks, advertisements, tags, RDF data and metadata. We describe recent work on building systems that use models of the Blogosphere to recognize spam blogs, find opinions on topics, identify communities of interest, derive trust relationships, and detect influential bloggers. end{abstract}

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Tags: blog, blog, influence, social media, spam, splog, trust

Type: Article

Publisher: AAAI Press

Address: Menlo Park

Volume: 29

Number: 3

Note: PREPRINT

Downloads: 6787 downloads

Google Scholar Citations: 11 citations