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KDD
2007
ACM
244views Data Mining» more  KDD 2007»
16 years 1 months ago
A Recommender System Based on Local Random Walks and Spectral Methods
In this paper, we design recommender systems for weblogs based on the link structure among them. We propose algorithms based on refined random walks and spectral methods. First, w...
Zeinab Abbassi, Vahab S. Mirrokni
106
Voted
DNIS
2005
Springer
112views Database» more  DNIS 2005»
15 years 6 months ago
Modelling Peer-to-Peer Data Networks Under Complex System Theory
: A Peer-to-peer Data Network (PDN) is an open and evolving society of peer nodes that assemble into a network to share their data for mutual benefit. PDNs are enabled by distribu...
Cyrus Shahabi, Farnoush Banaei Kashani
100
Voted
STOC
2010
ACM
228views Algorithms» more  STOC 2010»
15 years 5 months ago
On the searchability of small-world networks with arbitrary underlying structure
Revisiting the “small-world” experiments of the ’60s, Kleinberg observed that individuals are very effective at constructing short chains of acquaintances between any two p...
Pierre Fraigniaud and George Giakkoupis
117
Voted
GLOBECOM
2010
IEEE
14 years 10 months ago
Trust Management for Encounter-Based Routing in Delay Tolerant Networks
: We propose and analyze a class of trust management protocols for encounter-based routing in delay tolerant networks (DTNs). The underlying idea is to incorporate trust evaluation...
Ing-Ray Chen, Fenye Bao, Moonjeong Chang, Jin-Hee ...
WWW
2009
ACM
16 years 1 months ago
Extracting community structure through relational hypergraphs
Social media websites promote diverse user interaction on media objects as well as user actions with respect to other users. The goal of this work is to discover community structu...
Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru...