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KDD
2005
ACM
171views Data Mining» more  KDD 2005»
14 years 9 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...
ICDM
2010
IEEE
111views Data Mining» more  ICDM 2010»
13 years 6 months ago
ValuePick: Towards a Value-Oriented Dual-Goal Recommender System
Given a user in a social network, which new friends should we recommend, the dual goal being to achieve user satisfaction and good network connectivity? Similarly, which new produc...
Leman Akoglu, Christos Faloutsos
SYNASC
2005
IEEE
130views Algorithms» more  SYNASC 2005»
14 years 2 months ago
Natural Computation for Business Intelligence from Web Usage Mining
Web usage mining attempts to discover useful knowledge from the secondary data obtained from the interactions of the users with the Web. Web usage mining has become very critical ...
Ajith Abraham
ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
14 years 2 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
WWW
2010
ACM
14 years 3 months ago
Measurement and analysis of an online content voting network: a case study of Digg
In online content voting networks, aggregate user activities (e.g., submitting and rating content) make high-quality content thrive through the unprecedented scale, high dynamics ...
Yingwu Zhu