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21

WWW
2008
ACM

157views Internet Technology» more WWW 2008»

Video suggestion and discovery for youtube: taking random walks through the view graph

14 years 8 months ago

The rapid growth of the number of videos in YouTube provides enormous potential for users to find content of interest to them. Unfortunately, given the difficulty of searching vid...

Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Ji...

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27

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EMNLP
2007

149views Natural Language Processing» more EMNLP 2007»

Lexical Semantic Relatedness with Random Graph Walks

13 years 9 months ago

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Many systems for tasks such as question answering, multi-document summarization, and information retrieval need robust numerical measures of lexical relatedness. Standard thesauru...

Thad Hughes, Daniel Ramage

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25

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LREC
2010

199views Education» more LREC 2010»

A Random Graph Walk based Approach to Computing Semantic Relatedness Using Knowledge from Wikipedia

13 years 9 months ago

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Determining semantic relatedness between words or concepts is a fundamental process to many Natural Language Processing applications. Approaches for this task typically make use o...

Ziqi Zhang, Anna Lisa Gentile, Lei Xia, José...

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30

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SDM
2012
SIAM

278views Data Mining» more SDM 2012»

Legislative Prediction via Random Walks over a Heterogeneous Graph

11 years 10 months ago

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In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we ﬁrst convert roll call data, i.e. the recorded votes a...

Jun Wang, Kush R. Varshney, Aleksandra Mojsilovic

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23

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COCO
1999
Springer

76views Algorithms» more COCO 1999»

Quantum Simulations of Classical Random Walks and Undirected Graph Connectivity

13 years 12 months ago