Title | ||
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Friend recommendation for cross marketing in online brand community based on intelligent attention allocation link prediction algorithm. |
Abstract | ||
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•Intelligent link prediction algorithm is developed to overcome network sparsity problem.•Attention allocation indices are built for the node pair in different circles.•Decision tree model is developed to select suitable indices for specific network.•Support vector machine is used to find complementary indices of the suitable index.•Composite algorithm is constructed by integrating mutually complementary indices. |
Year | DOI | Venue |
---|---|---|
2020 | 10.1016/j.eswa.2019.112839 | Expert Systems with Applications |
Keywords | Field | DocType |
Friend recommendation,Link prediction,AAI,Mutually complementary indices,Cross marketing | Decision tree,Social network,Brand community,Ranking,Computer science,Support vector machine,Triadic closure,Algorithm,Prediction algorithms,Artificial intelligence,Machine learning | Journal |
Volume | ISSN | Citations |
139 | 0957-4174 | 2 |
PageRank | References | Authors |
0.36 | 0 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Shugang Li | 1 | 8 | 1.85 |
Xuewei Song | 2 | 2 | 0.36 |
Hanyu Lu | 3 | 3 | 2.73 |
Linyi Zeng | 4 | 2 | 0.36 |
Miaojing Shi | 5 | 186 | 11.27 |
Fang Liu | 6 | 2 | 0.36 |