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On Popularity in the Blogosphere
PrePrint
ISSN: 1089-7801
Marcos André Gonçalves, Federal University of Minas Gerais, Belo Horizonte
Jussara Almeida, Federal University of Minas Gerais, Belo Horizonte
Luiz Santos, Federal University of Minas Gerais, Belo Horizonte
Alberto H.F. Laender, Federal University of Minas Gerais, Belo Horizonte
Virgilio Almeida, Federal University of Minas Gerais Federal University of Minas Gerais , Belo Horizonte Belo Horizonte
The more outgoing and informal social nature of the blogosphere opens the opportunity for exploiting more socially-oriented features, such as credibility and popularity, for searching, recommendation, and other tasks. In this article, we provide evidence that one of these features, namely blog popularity, has been underexploited by current search engines, including specialized ones, and that there is low correlation between blog popularity and their perceived importance in the Web graph as measured by PageRank. Moreover, we also provide evidence that incorporating popularity into the search engine’s ranking may result in significant gains in retrieval effectiveness and thus user satisfaction.
Index Terms:
D.4.6 Security and Privacy Protection, K.4.4.g Internet security policies, www:C.2.4:C.2.6:HTML:WWW:cgi:Acquired:admin:arch:browser:web:tech, H.3.3.c Internet search, K.4.0 General,
Citation:
Marcos André Gonçalves, Jussara Almeida, Luiz Santos, Alberto H.F. Laender, Virgilio Almeida, "On Popularity in the Blogosphere," IEEE Internet Computing, 08 Mar. 2010. IEEE computer Society Digital Library. IEEE Computer Society, <http://doi.ieeecomputersociety.org/10.1109/MIC.2010.54>
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