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CIKM
2008
Springer
13 years 11 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
JCB
2006
185views more  JCB 2006»
13 years 9 months ago
A Probabilistic Methodology for Integrating Knowledge and Experiments on Biological Networks
Biological systems are traditionally studied by focusing on a specific subsystem, building an intuitive model for it, and refining the model using results from carefully designed ...
Irit Gat-Viks, Amos Tanay, Daniela Raijman, Ron Sh...
SOCINFO
2010
13 years 7 months ago
Social Email: A Framework and Application for More Socially-Aware Communications
As online social networks (OSN) attempt to mimic real life social networks, we have made progress towards using OSNs to provide us with data to allow for richer and more robust onl...
Thomas Tran, Jeff Rowe, Shyhtsun Felix Wu
ECLIPSE
2005
ACM
13 years 11 months ago
InsECTJ: a generic instrumentation framework for collecting dynamic information within Eclipse
The heterogeneity and dynamism of today’s software systems make it difficult to assess the performance, correctness, or security of a system outside the actual time and context ...
Arjan Seesing, Alessandro Orso
ACMICEC
2007
ACM
154views ECommerce» more  ACMICEC 2007»
14 years 1 months ago
Learning and adaptivity in interactive recommender systems
Recommender systems are intelligent E-commerce applications that assist users in a decision-making process by offering personalized product recommendations during an interaction s...
Tariq Mahmood, Francesco Ricci