English, Article edition: IDENTIFYING THE LARGE-SCALE STRUCTURE OF THE BLOGOSPHERE MAKOTO UCHIDA; NAOKI SHIBATA; YUYA KAJIKAWA; ...

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Bookmark: http://trove.nla.gov.au/version/18336
Physical Description
  • article
Language
  • English

Edition details

Title
  • IDENTIFYING THE LARGE-SCALE STRUCTURE OF THE BLOGOSPHERE
Author
  • MAKOTO UCHIDA
  • NAOKI SHIBATA
  • YUYA KAJIKAWA
  • YOSHIYUKI TAKEDA
  • SUSUMU SHIRAYAMA
  • KATSUMORI MATSUSHIMA
Physical Description
  • article
Notes
  • We analyze a topological structure of networks formed according to the entries and trackbacks in the blogosphere, which is a collection of weblog articles. The analysis is performed based on community extraction, network visualization and keyword analysis. It is shown that the large-scale structure of the blogosphere has a globally sparse, but locally dense structure. The entries in a community yield a dense structure while the trackbacks that interconnect communities are sparse. The visualized results show sparkling-firework-like patterns. We then attempt to characterize the communities using a tf-idf technique. It is found that specific topics are discussed in each community. These results will help us to identify the communities in which certain specific topics discussed and to detect trends in the blogosphere.
  • Weblogs, complex networks, community analysis, social network analysis
  • RePEc:wsi:acsxxx:v:12:y:2009:i:02:p:207-219
Language
  • English
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