[1] Newman M E J. Coauthorship Networks and Patterns of Scientific Collaboration [J]. Proceedings of the National Academy of Sciences, 2004, 101(S1): 5200-5205.
[2] Zhang P, Chen K, He Y, et al. Model and Empirical Study on Some Collaboration Networks [J]. Physica A: Statistical Mechanics and Its Applications, 2006, 360(2): 599-616.
[3] Barabasi A L, Jeong H, Néda Z, et al. Evolution of the Social Network of Scientific Collaborations [J]. Physica A: Statistical Mechanics and Its Applications, 2002, 311(3-4): 590-614.
[4] Xu M, Zhu J, Zhang B. Nonparametric Max-margin Matrix Factorization for Collaborative Prediction [C]. In: Proceedings of Advances in Neural Information Processing Systems. 2012:64-72.
[5] Ahuja G. Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study [J]. Administrative Science Quarterly, 2000, 45(3): 425-455.
[6] Liben-Nowell D, Kleinberg J. The Link Prediction Problem for Social Networks [J]. Journal of the American Society for Information Science and Technology, 2007, 58(7): 1019-1031.
[7] Lü L, Zhou T. Link Prediction in Complex Networks: A Survey [J]. Physica A: Statistical Mechanics and Its Applications, 2011, 390(6): 1150-1170.
[8] Tang J, Wu S, Sun J, et al. Cross-domain Collaboration Recommendation [C]. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'12). New York: ACM, 2012: 1285-1293.
[9] Sun Y, Barber R, Gupta M, et al. Co-author Relationship Prediction in Heterogeneous Bibliographic Networks[C]. In: Proceedings of the 2011 International Conference on Advances in Social Networks Analysis and Mining (ASONAM'11). Washington D C: IEEE Computer Society, 2011: 121-128.
[10] Sun Y, Han J, Aggarwal C C, et al. When Will It Happen?: Relationship Prediction in Heterogeneous Information Networks [C]. In: Proceedings of the 5th ACM International Conference on Web Search and Data Mining (WSDM'12). New York: ACM, 2012: 663-672.
[11] Newman M E J. Communities, Modules and Large-scale Structure in Networks [J]. Nature Physics, 2012, 8(1): 25-31.
[12] Liu Z, Zhang Q M, Lü L, et al. Link Prediction in Complex Networks: A Local Naïve Bayes Model [J]. EPL (Europhysics Letters), 2011, 96(4). doi: 10.1209/0295-5075/96/48007.
[13] Vapnik V N, Vapnik V. Statistical Learning Theory [M]. New York: Wiley, 1998.
[14] Newman M E J. Modularity and Community Structure in Networks [J]. Proceedings of the National Academy of Sciences, 2006,103(23): 8577-8582.
[15] Shi J, Malik J. Normalized Cuts and Image Segmentation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 888-905.
[16] Kunegis J. KONECT: The Koblenz Network Collection [C]. In: Proceedings of the 22nd International Conference on World Wide Web Companion (WWW'13). 2013: 1343-1350. |