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ASUNAM
2011
IEEE
14 years 6 months ago
Multi-relational Link Prediction in Heterogeneous Information Networks
Abstract—Many important real-world systems, modeled naturally as complex networks, have heterogeneous interactions and complicated dependency structures. Link prediction in such ...
Darcy A. Davis, Ryan Lichtenwalter, Nitesh V. Chaw...
WWW
2011
ACM
15 years 1 months ago
Dynamics of bidding in a P2P lending service: effects of herding and predicting loan success
Online peer-to-peer (P2P) lending services are a new type of social platform that enables individuals borrow and lend money directly from one to another. In this paper, we study t...
Simla Ceyhan, Xiaolin Shi, Jure Leskovec
ASUNAM
2009
IEEE
16 years 1 months ago
Transformation of Online Representation through Time
In order to understand the evolution of online identities, we measured the correlation between past and current representations of self on the MySpace social network. We applied s...
Roya Feizy, Ian Wakeman, Dan Chalmers
BIS
2008
134views Business» more  BIS 2008»
15 years 8 months ago
Trustlet, Open Research on Trust Metrics
A trust metric is a technique for predicting how much a user of a social network might trust another user. This is especially beneficial in situations where most users are unknown ...
Paolo Massa, Kasper Souren
ISCI
2008
88views more  ISCI 2008»
15 years 6 months ago
Greedy regression ensemble selection: Theory and an application to water quality prediction
This paper studies the greedy ensemble selection family of algorithms for ensembles of regression models. These algorithms search for the globally best subset of regresmaking loca...
Ioannis Partalas, Grigorios Tsoumakas, Evaggelos V...