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KDD
2005
ACM
171views Data Mining» more  KDD 2005»
16 years 6 months ago
Application of kernels to link analysis
Abstract. The application of kernel methods to link analysis is explored. We argue that a family of kernels on graphs provides a unified perspective on the three measures proposed ...
Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Mats...
AINA
2004
IEEE
15 years 9 months ago
Topic-Centric Algorithm: A Novel Approach to Web Link Analysis
Link analysis has been used to enhance retrieval results of the web search for years. PageRank and HITS are the two well-known algorithms widely used by most researchers. The form...
Paricha Ingongngam, Arnon Rungsawang
ICDM
2003
IEEE
114views Data Mining» more  ICDM 2003»
15 years 11 months ago
Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis
A significant portion of knowledge discovery and data mining research focuses on finding patterns of interest in data. Once a pattern is found, it can be used to recognize satisfy...
Shou-de Lin, Hans Chalupsky
WWW
2005
ACM
16 years 6 months ago
Can link analysis tell us about web traffic?
In this paper we measure correlation between link analysis characteristics for Web pages such as in- and out-degree, PageRank and RBS with those obtained from real Web traffic ana...
Marcin Sydow
HT
2000
ACM
15 years 10 months ago
Finding linking opportunities through relationship-based analysis
Many techniques exist for analyzing information domains in preparation for systems design. No systematic technique exists, however, for analyzing a system or domain in terms of it...
Joonhee Yoo, Michael Bieber