发表了12年的论文，真是不容易啊，慢慢挪动。
Bipartite network projection and personal recommendation
Tao Zhou, Jie Ren, Matúš Medo, and Yi-Cheng Zhang
Phys. Rev. E 76, 046115 – Published 25 October 2007
ABSTRACT
One-mode projecting is extensively used to compress bipartite networks. Since one-mode projection is always less informative than the bipartite representation, a proper weighting method is required to better retain the original information. In this article, inspired by the network-based resource-allocation dynamics, we raise a weighting method which can be directly applied in extracting the hidden information of networks, with remarkably better performance than the widely used global ranking method as well as collaborative filtering. This work not only provides a creditable method for compressing bipartite networks, but also highlights a possible way for the better solution of a long-standing challenge in modern information science: How to do a personal recommendation.
7篇单篇引用超过500的论文。
PRE*2；Physica A*2; EPJB; Physics Reports; PNAS
| 标题 | 引用次数 | 年份 | |
|---|---|---|---|
| Link prediction in complex networks: A survey L Lü, T Zhou Physica A: statistical mechanics and its applications 390 (6), 1150-1170 | 1671 | 2011 | |
| Bipartite network projection and personal recommendation T Zhou, J Ren, M Medo, YC Zhang Physical Review E 76 (4), 046115 | 1000 | 2007 | |
| Predicting missing links via local information T Zhou, L Lü, YC Zhang The European Physical Journal B 71 (4), 623-630 | 876 | 2009 | |
| Solving the apparent diversity-accuracy dilemma of recommender systems T Zhou, Z Kuscsik, JG Liu, M Medo, JR Wakeling, YC Zhang Proceedings of the National Academy of Sciences 107 (10), 4511-4515 | 731 | 2010 | |
| Efficient routing on complex networks G Yan, T Zhou, B Hu, ZQ Fu, BH Wang Physical Review E 73 (4), 046108 | 613 | 2006 | |
| Identifying influential nodes in complex networks D Chen, L Lü, MS Shang, YC Zhang, T Zhou Physica a: Statistical mechanics and its applications 391 (4), 1777-1787 | 585 | 2012 | |
| Recommender systems L Lü, M Medo, CH Yeung, YC Zhang, ZK Zhang, T Zhou Physics reports 519 (1), 1-49 | 574 | 2012 |
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