Distributed stochastic gradient descent for link prediction in signed social networks

Distributed stochastic gradient descent for link prediction in signed social networks

Abstract This paper considers the link prediction problem defined over a signed social network, where the relationship between any two network users can be either positive (friends) or negative (foes). Given a portion of the relationships, the goal of link prediction is to identify the rest unknown...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Han Zhang, Gang Wu, Qing Ling
स्वरूप: लेख
भाषा:English
प्रकाशित: SpringerOpen 2019-01-01
श्रृंखला:EURASIP Journal on Advances in Signal Processing
विषय:
Signed social network
Link prediction
Low-rank matrix completion
Asynchronous distributed optimization
Stochastic gradient descent
ऑनलाइन पहुंच:http://link.springer.com/article/10.1186/s13634-019-0601-0

इंटरनेट

http://link.springer.com/article/10.1186/s13634-019-0601-0

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