[1] YANG Z, HU R J, ZHANG R S. An improved link prediction algorithm based on common neighbors index with community membership information[C]//Proceedings of the 20167th IEEE International Conference on Software Engineering and Service Science. Piscataway, NJ:IEEE, 2016:90-93. [2] LYU L Y, ZHOU T. Link prediction in complex networks:a survey[J]. Physica A:Statistical Mechanics and its Applications, 2011, 390(6):1150-1170. [3] MARTíNEZ V, BERZAL F, CUBERO J C. A survey of link prediction in complex networks[J]. ACM Computing Surveys, 2016, 49(4):Article No. 69. [4] ADAMIC L A, ADAR E. Friends and neighbors on the Web[J]. Social Networks, 2003, 25(3):211-230. [5] MA T H, ZHOU J J, TANG M L, et al. Social network and tag sources based augmenting collaborative recommender system[J]. IEICE Transactions on Information and Systems, 2015, E98.D(4):902-910. [6] TOMCZAK J M, SWIATEK J. Personalisation in service-oriented systems using Markov chain model and Bayesian inference[C]//Proceedings of the 2011 Second IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, IFIPAICT 349. Berlin:Springer, 2011:91-98. [7] WANG C, SATULURI V, PARTHASARATHY S. Local probabilistic models for link prediction[C]//Proceedings of the 2007 Seventh IEEE International Conference on Data Mining. Piscataway, NJ:IEEE, 2007:322-331. [8] 陈巧玉,班志杰.基于链接重要性和数据场的链接预测算法[J].计算机应用,2014,34(8):2179-2183.(CHEN Q Y, BAN Z J. Link prediction algorithm based on link importance and data field[J]. Journal of Computer Applications, 2014, 34(8):2179-2183.). [9] LYU G D, FAN C J, YU L F, et al. Predicting missing links via structural similarity[J]. International Journal of Modern Physics B, 2015, 29(15):652-665. [10] LIAO H, ZENG A, ZHANG Y C. Predicting missing links via correlation between nodes[J]. Physica A:Statistical Mechanics and its Applications, 2015, 436(1):216-223. [11] LIU Z, ZHANG Q M, LYU L Y, et al. Link prediction in complex networks:a local naive Bayes mode[J]. Europhysics Letters, 2011, 96(4):Article ID 48007. [12] ZHOU T, LYU L Y, ZHANG Y C. Predicting missing links via local information[J]. European Physical Journal B, 2009, 71(4):623-630. [13] LYU L Y, JIN C H, ZHOU T. Effective and efficient similarity index for link prediction of complex networks[EB/OL].[2017-09-16]. http://pdfs.semanticscholar.org/78aa/a500828380b8929d63c16336933f94ef26b9.pdf. [14] LYU L Y, JIN C H, ZHOU T. Similarity index based on local paths for link prediction of complex networks[J]. Physical Review E, Statistical, Nonlinear, & Soft Matter Physics, 2009, 80(4 Pt 2):046122-1-046122-9. [15] KATZ L. A new status index derived from sociometric analysis[J]. Psychometrika, 1953,18(1):39-43. [16] JACCARD P. Etude de la distribution florale dans une portion des Alpes et du Jura[J]. Bulletin de la Societe Vaudoise des Sciences Naturelles, 1901, 37(142):547-579. [17] WORTH D. Introduction to modern information retrieval, 3rd edition[J]. Australian Academic & Research Libraries, 2010, 41(4):305-306. [18] JEH G, WIDOM J. SimRank:a measure of structural-context similarity[C]//Proceedings of the 2002 Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York:ACM, 2002:538-543. [19] CLAUSET A, MOORE C, NEWMAN M E. Hierarchical structure and the prediction of missing links in networks [J]. Nature, 2008, 453(7191): 98-101 [20] HOLLAND P W, LASKEY K B, LEINHARDT S. Stochastic blockmodels: first steps [J]. Social Networks, 1983, 5(2): 109-137. [21] PAN L M, ZHOU T, LYU L Y, et al. Predicting missing links and identifying spurious links via likelihood analysis [J]. Scientific Reports, 2016, 6: 22955. [22] LORRAIN F, WHITE H C. Structural equivalence of individuals in social networks [J]. Journal of Mathematical Sociology, 1971, 1(1): 49-80. [23] SØRENSEN T. A method of establishing groups of equal amplitude in plant sociology based on similarity of species and its application to analyses of the vegetation on Danish commons [J]. Biologiske Skrifter, 1948, 5(4): 1-34. [24] RAVASZ E, SOMERA A L, MONGRU D A, et al. Hier-archical organization of modularity in metabolic net-works [J]. Science, 2002, 297(5586): 1551-1555. [25] 吕琳媛,周涛.链路预测[M].北京:高等教育出版社,2013:50-66.(LYU L Y, ZHOU T. Link Prediction [M]. Beijing: Higher Education Press, 2013: 50-66.) [26] HANLEY J A, MCNEIL B J. The meaning and use of the area under a Receiver Operating Characteristic (ROC) curve [J]. Radiology, 1982, 143(1): 29-36. |