Blog Ranking Based on Bloggers’ Knowledge Level for Providing Credible Information

  • Shinsuke Nakajima
  • Jianwei Zhang
  • Yoichi Inagaki
  • Tomoaki Kusano
  • Reyn Nakamoto
Conference paper

DOI: 10.1007/978-3-642-04409-0_26

Part of the Lecture Notes in Computer Science book series (LNCS, volume 5802)
Cite this paper as:
Nakajima S., Zhang J., Inagaki Y., Kusano T., Nakamoto R. (2009) Blog Ranking Based on Bloggers’ Knowledge Level for Providing Credible Information. In: Vossen G., Long D.D.E., Yu J.X. (eds) Web Information Systems Engineering - WISE 2009. WISE 2009. Lecture Notes in Computer Science, vol 5802. Springer, Berlin, Heidelberg

Abstract

With the huge increase of recently popular user-generated content on the Web, searching for credible information has become progressively difficult. In this paper, we focus on blogs, one kind of user-generated content, and propose a credibility-focused blog ranking method based on bloggers’ knowledge level. This method calculates knowledge scores for bloggers and ranks blog entries based on bloggers’ knowledge level. Bloggers’ knowledge level is evaluated based on their usage of domain-specific words in their past blog entries. A blogger is given multiple scores with respect to various topic areas. In our method, blog entries written by knowledgeable bloggers have higher rankings than those written by common bloggers. Additionally, our system can present multiple ranking lists of blog entries from the perspectives of different bloggers’ groups. This allows users to estimate the trustworthiness of blog contents from multiple aspects. We built a prototype of the proposed system, and our experimental evaluation showed that our method could effectively rank bloggers and blog entries.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Shinsuke Nakajima
    • 1
  • Jianwei Zhang
    • 1
  • Yoichi Inagaki
    • 2
  • Tomoaki Kusano
    • 2
  • Reyn Nakamoto
    • 2
  1. 1.Kyoto Sangyo University 
  2. 2.kizasi Company, Inc 

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