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KDD
2005
ACM
171views Data Mining» more  KDD 2005»
16 years 1 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 5 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 6 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 2 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 5 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