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Community-Adaptive Link Prediction
Proceedings of the 2017 International Conference on Data Mining, Communications and Information Technology, 2017Link prediction is one of hot research topics in social network analysis. Link prediction problem is to find a small set of node pairs in the networks that are not directly connected, but will be very likely to be connected in the future. To improve the prediction accuracy, many works have attempted to consider the community information, if available ...
Hyoungjun Jeon, Taewhan Kim
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Recommendation as link prediction
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries, 2009Recommender systems have demonstrated commercial success in multiple industries. In digital libraries they have the potential to be used as a support tool for traditional information retrieval functions. Among the major recommendation algorithms, the successful collaborative filtering (CF) methods explore the use of user-item interactions to infer user
Xin Li, Hsinchun Chen
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A comprehensive survey of link prediction methods
Journal of Supercomputing, 2023Djihad Arrar +2 more
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Community-based link prediction
Multimedia Tools and Applications, 2017This work proposes a community-based link prediction approach for identifying missing links or the links that are likely to appear in near future. Earlier works on link prediction consider only connectivity pattern or node attributes. We incorporate the notion of community structure in link prediction.
Anupam Biswas, Bhaskar Biswas
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Multimedia tools and applications, 2022
E. Nasiri, K. Berahmand, Yuefeng Li
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E. Nasiri, K. Berahmand, Yuefeng Li
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Locally Adaptive Link Prediction
2016In this chapter, we address the shortcomings of the existing link prediction similarity measures; every similarity measure assigns the same weight to a node irrespective of the pair of nodes between which the similarity is being computed. In contrast, the weight of a node must depend based on the local neighborhood of the node pair under consideration.
Virinchi Srinivas, Pabitra Mitra
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A modified DeepWalk method for link prediction in attributed social network
Computing, 2021K. Berahmand +3 more
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Link prediction in complex networks using node centrality and light gradient boosting machine
World wide web (Bussum), 2022Sanjay Kumar +4 more
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