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ALBERT R, BARABSI A L. Statistical mechanics of complex networks[J]. Reviews of Modern Physics, 2002, 74(1): 47-51.
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[2] |
NEWMAN M E J. The structure and function of complex networks[J]. SIAM Review, 2003, 45(2): 167-256.
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WANG P, XU B W, WU Y R, et al. Link prediction in social networks: The state-of-the-art[J]. Science China Information Sciences, 2015, 58(1): 1-38.
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[4] |
LEI C, RUAN J. A novel link prediction algorithm for reconstructing protein–protein interaction networks by topological similarity[J]. Bioinformatics, 2013, 29(3): 355-364.
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[5] |
LI X, CHEN H. Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach[J]. Decision Support Systems, 2013, 54(2): 880-890.
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LICHTENWALTER R N, LUSSIER J T, CHAWLA N V. New perspectives and methods in link prediction[C]//Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York, NY, USA : ACM, 2010: 243-252.
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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.
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BLISS C A, FRANK M R, DANFORTH C M, et al. An evolutionary algorithm approach to link prediction in dynamic social networks[J]. Journal of Computational Science, 2014, 5(5): 750-764.
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[9] |
WANG Xiaojie, ZHANG Xue, ZHAO Chengli, et al. Predicting link directions using local directed path[J]. Physica A: Statistical Mechanics and its Applications, 2015, 419: 260-267.
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[10] |
LIU W, L L. Link prediction based on local random walk[J]. EPL (Europhysics Letters), 2010, 89(5): 58007.
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[11] |
TAN F, XIA Y, ZHU B. Link prediction in complex networks: A mutual information perspective [J]. PloS ONE, 2014, 9(9): e107056.
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[12] |
XU Z, PU C, YANG J. Link prediction based on path entropy[J]. Physica A: Statistical Mechanics and its Applications, 2016, 456: 294-301.
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[13] |
ZHU B, XIA Y. Link prediction in weighted networks: A weighted mutual information model[J]. PloS ONE, 2016, 11(2): e0148265.
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[14] |
SARKAR P, CHAKRABARTI D, JORDAN M. Nonparametric link prediction in dynamic networks[EB/OL]. (2012-06-27)[2017-05-27]. https://arxiv.org/abs/1206.6394.
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[15] |
DUNLAVY D M, KOLDA T G, ACAR E. Temporal link prediction using matrix and tensor factorizations[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2011, 5(2): 10.
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[16] |
HUANG Z, LIN D K J. The time-series link prediction problem with applications in communication surveillance[J]. INFORMS Journal on Computing,2008, 21(2): 286 – 303.
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[17] |
COVER T M, THOMAS J A. Elements of Information Theory[M]. Hoboken, New Jersey, USA: John Wiley & Sons, 2012.
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[18] |
DA SILVA SOARES P R, PRUDNCIO R B C. Time series based link prediction[C]// The 2012 International Joint Conference on Neural Networks (IJCNN). Piscataway, NY, USA: IEEE Press, 2012: 1-7.
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[19] |
HERLOCKER J L, KONSTAN J A, TERVEEN L G, et al. Evaluating collaborative filtering recommender systems[J]. ACM Transactions on Information Systems (TOIS), 2004, 22(1): 5-53.
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[20] |
JRME K. KONECT Datasets: The Koblenz Network Collection[EB/OL]. [2017-05-27]. http://konect.uni-koblenz.de.)
|
[1] |
ALBERT R, BARABSI A L. Statistical mechanics of complex networks[J]. Reviews of Modern Physics, 2002, 74(1): 47-51.
|
[2] |
NEWMAN M E J. The structure and function of complex networks[J]. SIAM Review, 2003, 45(2): 167-256.
|
[3] |
WANG P, XU B W, WU Y R, et al. Link prediction in social networks: The state-of-the-art[J]. Science China Information Sciences, 2015, 58(1): 1-38.
|
[4] |
LEI C, RUAN J. A novel link prediction algorithm for reconstructing protein–protein interaction networks by topological similarity[J]. Bioinformatics, 2013, 29(3): 355-364.
|
[5] |
LI X, CHEN H. Recommendation as link prediction in bipartite graphs: A graph kernel-based machine learning approach[J]. Decision Support Systems, 2013, 54(2): 880-890.
|
[6] |
LICHTENWALTER R N, LUSSIER J T, CHAWLA N V. New perspectives and methods in link prediction[C]//Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York, NY, USA : ACM, 2010: 243-252.
|
[7] |
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.
|
[8] |
BLISS C A, FRANK M R, DANFORTH C M, et al. An evolutionary algorithm approach to link prediction in dynamic social networks[J]. Journal of Computational Science, 2014, 5(5): 750-764.
|
[9] |
WANG Xiaojie, ZHANG Xue, ZHAO Chengli, et al. Predicting link directions using local directed path[J]. Physica A: Statistical Mechanics and its Applications, 2015, 419: 260-267.
|
[10] |
LIU W, L L. Link prediction based on local random walk[J]. EPL (Europhysics Letters), 2010, 89(5): 58007.
|
[11] |
TAN F, XIA Y, ZHU B. Link prediction in complex networks: A mutual information perspective [J]. PloS ONE, 2014, 9(9): e107056.
|
[12] |
XU Z, PU C, YANG J. Link prediction based on path entropy[J]. Physica A: Statistical Mechanics and its Applications, 2016, 456: 294-301.
|
[13] |
ZHU B, XIA Y. Link prediction in weighted networks: A weighted mutual information model[J]. PloS ONE, 2016, 11(2): e0148265.
|
[14] |
SARKAR P, CHAKRABARTI D, JORDAN M. Nonparametric link prediction in dynamic networks[EB/OL]. (2012-06-27)[2017-05-27]. https://arxiv.org/abs/1206.6394.
|
[15] |
DUNLAVY D M, KOLDA T G, ACAR E. Temporal link prediction using matrix and tensor factorizations[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2011, 5(2): 10.
|
[16] |
HUANG Z, LIN D K J. The time-series link prediction problem with applications in communication surveillance[J]. INFORMS Journal on Computing,2008, 21(2): 286 – 303.
|
[17] |
COVER T M, THOMAS J A. Elements of Information Theory[M]. Hoboken, New Jersey, USA: John Wiley & Sons, 2012.
|
[18] |
DA SILVA SOARES P R, PRUDNCIO R B C. Time series based link prediction[C]// The 2012 International Joint Conference on Neural Networks (IJCNN). Piscataway, NY, USA: IEEE Press, 2012: 1-7.
|
[19] |
HERLOCKER J L, KONSTAN J A, TERVEEN L G, et al. Evaluating collaborative filtering recommender systems[J]. ACM Transactions on Information Systems (TOIS), 2004, 22(1): 5-53.
|
[20] |
JRME K. KONECT Datasets: The Koblenz Network Collection[EB/OL]. [2017-05-27]. http://konect.uni-koblenz.de.)
|