Convergence of Influential Bloggers for Topic Discovery in the Blogosphere

Abstract

In this paper, we propose a novel approach to automatically detect .hot. or important topics of discussion in the blogosphere. The proposed approach is based on analyzing the activity of influential bloggers to determine specific points in time when there is a convergence amongst the influential bloggers in terms of their topic of discussion. The tool BlogTrackers, is used to identify influential bloggers and the Normalized Google Distance is used to define the similarity amongst the topics of discussion of influential bloggers. The key advantage of the proposed approach is its ability to automatically detect events which are important in the blogger community.

BibTeX Copy

@incollection{shamanth2010convergence,
  title = {Convergence of Influential Bloggers for Topic Discovery in the Blogosphere},
  author = {Shamanth Kumar and Reza Zafarani and Mohammad Ali Abbasi and Geoffrey Barbier and Huan Liu},
  year = {2010},
  keywords = {bookchapter},
  booktitle = {Advances in Social Computing},
  publisher = {Springer},
  editor = {Sun-Ki Chai and John J. Salerno and Patricia L. Mabry},
  abstract = {In this paper, we propose a novel approach to automatically detect .hot. or important topics of discussion in the blogosphere. The proposed approach is based on analyzing the activity of influential bloggers to determine specific points in time when there is a convergence amongst the influential bloggers in terms of their topic of discussion. The tool BlogTrackers, is used to identify influential bloggers and the Normalized Google Distance is used to define the similarity amongst the topics of discussion of influential bloggers. The key advantage of the proposed approach is its ability to automatically detect events which are important in the blogger community.},
  url = {http://link.springer.com/chapter/10.1007/978-3-642-12079-4_51},
}