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CIKM
2008
Springer
15 years 6 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
KDD
2010
ACM
215views Data Mining» more  KDD 2010»
15 years 8 months ago
On the quality of inferring interests from social neighbors
This paper intends to provide some insights of a scientific problem: how likely one’s interests can be inferred from his/her social connections – friends, friends’ friends,...
Zhen Wen, Ching-Yung Lin
INFOCOM
2010
IEEE
15 years 2 months ago
Routing in Socially Selfish Delay Tolerant Networks
Abstract--Existing routing algorithms for Delay Tolerant Networks (DTNs) assume that nodes are willing to forward packets for others. In the real world, however, most people are so...
Qinghua Li, Sencun Zhu, Guohong Cao
CASON
2009
IEEE
15 years 11 months ago
A Space-Based Layout Algorithm for the Drawing of Co-citation Networks
We present in this paper a drawing algorithm to represent graphically co-citation networks (scientograms). These networks have some interesting and unusual topological properties ...
Arnaud Quirin, Oscar Cordón
MIR
2010
ACM
163views Multimedia» more  MIR 2010»
15 years 6 months ago
SNDocRank: a social network-based video search ranking framework
Multimedia ranking algorithms are usually user-neutral and measure the importance and relevance of documents by only using the visual contents and meta-data. However, users’ int...
Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolon...