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» Mining networks with shared items
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GROUP
2005
ACM
15 years 3 months ago
Real-world oriented information sharing using social networks
While users disseminate various information in the open and widely distributed environment of the Semantic Web, determination of who shares access to particular information is at ...
Junichiro Mori, Tatsuhiko Sugiyama, Yutaka Matsuo
ESANN
2007
14 years 11 months ago
Collaborative Filtering with interlaced Generalized Linear Models
Collaborative Filtering (CF) aims at finding patterns in a sparse matrix of contingency. It can be used for example to mine the ratings given by users on a set of items. In this p...
Nicolas Delannay, Michel Verleysen
108
Voted
WISE
2010
Springer
14 years 7 months ago
Neighborhood-Restricted Mining and Weighted Application of Association Rules for Recommenders
Abstract. Association rule mining algorithms such as Apriori were originally developed to automatically detect patterns in sales transactions and were later on also successfully ap...
Fatih Gedikli, Dietmar Jannach
ICDM
2003
IEEE
107views Data Mining» more  ICDM 2003»
15 years 2 months ago
Objective and Subjective Algorithms for Grouping Association Rules
We propose two algorithms for grouping and summarizing association rules. The first algorithm recursively groups rules according to the structure of the rules and generates a tre...
Aijun An, Shakil M. Khan, Xiangji Huang
85
Voted
IDEAS
2006
IEEE
110views Database» more  IDEAS 2006»
15 years 3 months ago
Towards Traceability across Sovereign, Distributed RFID Databases
Tracking and tracing individual items is a new and emerging trend in many industries. Driven by maturing technologies such as Radio-Frequency Identification (RFID) and upcoming s...
Rakesh Agrawal, Alvin Cheung, Karin Kailing, Stefa...