Computer Science ›› 2016, Vol. 43 ›› Issue (2): 118-123.doi: 10.11896/j.issn.1002-137X.2016.02.027

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Projection Based Algorithm for Link Prediction in Bipartite Network

GAO Man, CHEN Ling and XU Yong-cheng   

  • Online:2018-12-01 Published:2018-12-01

Abstract: An algorithm for link prediction in a bipartite network was presented.In the algorithm we first mapped the bipartite network to unipartite one called projected graph.Based on the projected graph,we defined the concept of potential link.We performed the link prediction only within the potential links so as to reduce the computation time.We also defined the pattern covered by the potential links and the weight of the patterns.By calculating the weight of the patterns a potential link covers,the confidence of the potential link can be obtained,which can be used as the final score of link prediction.Experimental results show that our algorithm can get faster speed and higher quality of link prediction results.

Key words: Bipartite network,Link prediction,Projection,Internal links

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