[1]
GETOOR L, DIEHL C P. Link mining: A survey[J]. ACM SIGKDD Explorations Newsletter, 2005, 7(2): 3-12.
[2]
LIBENNOWELL D, KLEINBERG J. The linkprediction problem for social networks[J]. Journal of the American Society for Information Science and Technology, 2007, 58(7): 1019-1031.
[3]
陈可佳. 社会网络分析中的机器学习技术综述[J]. 南京邮电大学学报:自然科学版, 2011, 31(3): 83-89, 92.
[4]
LICHTENWALTER R N, LUSSIER J T, CHAWLA N V. New perspectives and methods in link prediction[C]// KDD’10: Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York:ACM, 2010: 243-252.
[5]
COHN D, ATLAS L, LADNER R. Improving generalization with active learning[J]. Machine Learning, 1994, 15(2): 201-221.
[6]
HASAN M A, CHAOJI V, SALEM S, et al. Link prediction using supervised learning[EB/OL].[2012-03-18]。http://www.siam.org/meetings/sdm06/workproceed/Link Analysis/12.pdf /.
[7]
SETTLES B. Active learning literature survey,Computer Sciences Technical Report 1648[R].Madison,Wisconsin,USA: University of WisconsinMadison, 2009.
[8]
BILGIC M, GETOOR L. Linkbased active learning[EB/OL].[2012-03-15]. http://snap.stanford.edu/nipsgraphs2009/papers/bilgicpaper.pdf.
[9]
BILGIC M, MIHAKOVA L, GETOOR L. Active learning for networked data[C]// ICML’10: Proceedings of the 27th International Conference of Machine Learning. Haifa, Israel: Omnipress, 2010: 79-86.
[10]
LEWIS D D, CATLETT J. Heterogeneous uncertainty sampling for supervised learning[C]// ICML’94: Proceedings of the 11th International Conference of Machine Learning。 New Brunswick:OmniPress, 1994: 148-156.
[11]
NEWMAN M E J. The structure and function of complex networks[J]. SIAM Review, 2003, 45(2):167-256.
[12]
KLEINBERG J M. Navigation in a small world[J]. Nature, 2000, 406(6798): 845.
[13]
BRANDES U. A faster algorithm for betweenness centrality[J]. Journal of Mathematical Sociology, 2001, 25(2): 163-177.
[14]
NEWMAN M E J. Fast algorithm for detecting community structure in networks[J]. Physical Review, 2004,69(6): 66-133.
[15]
CHANG C C, LIN CJ. LIBSVM: A library for support vector machines[J]. ACM Transactions on Intelligent Systems and Technology, 2011, 2(3): 1-27. |