| [1] | Watts DJ, Strogatz SH (19998) Collective dynamics of ‘small-world’ networks. Nature 393: 440–442.
|
| [2] | Albert R, Barabasi AL (2002) Statistical mechanics of complex networks. Rev. Mod.Phys 74: 47–97. doi: 10.1103/revmodphys.74.47
|
| [3] | Guttman RH, Moukas AG, Maes P (2001) Agent-mediated electronic commerce: A survey. The Knowledge Engineering Review 13: 147–159. doi: 10.1017/s0269888998002082
|
| [4] | Kleinberg JM (1999) Authoritative sources in a hyperlinked environment. J. ACM 46: 604–632. doi: 10.1145/324133.324140
|
| [5] | Lü L, Medo M, Yeung CH, Zhang YC, Zhang ZK, et al. (2012) Recommender systems. Physics Report 519: 1–49. doi: 10.1016/j.physrep.2012.02.006
|
| [6] | Dellarocas C (2000) Immunizing online reputation reporting systems against unfair ratings and discriminatory behavior. In:Proceedings of IEEE 2nd ACM conference on Electronic commerce. ACM Press, pp. 150–157
|
| [7] | Goldberg D, Nichols D, Oki BM, Terry D (1992) Using collaborative filtering to weave an information tapestry. Communications of the ACM 35: 61–70. doi: 10.1145/138859.138867
|
| [8] | Pan WK, Xiang EW, Yang Q (2013) Transfer learning in collaborative filtering with uncertain ratings. In: Proceedings of the Twenty-sixth AAAI Conference on Artificial Intelligence (AAAI). The AAAI Press, pp.39–55.
|
| [9] | Wang G, Xie S, Liu B, Yu PS (2011) Review graph based online store review spammer detection. In: Proceedings of IEEE 11th International Conference on data mining. IEEE Press., pp. 1242–1247
|
| [10] | Benevenuto F, Rodrigues T, Almeida V, Almeida J, Gonalves M (2009) Detecting spammers and content promoters in online video social networks.In: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval. ACM press, pp.620–627.
|
| [11] | Masum H, Zhang YC (2004) Manifesto for the reputation society. First Monday 9: 7. doi: 10.5210/fm.v9i7.1158
|
| [12] | Herlocker JK, Konstan JA, Terverrn LG, Riedl JT (2004) Evaluating collaborative filtering recommender systems. . ACM Trans. Inf.Syst 22: 5–53. doi: 10.1145/963770.963772
|
| [13] | Resnick P, Kuwabara K, Zeckhauser R, Friedman E (2000) Reputation systems. Communications of the ACM 43: 45–48. doi: 10.1145/355112.355122
|
| [14] | Jsang A, Ismail R, Boyd C (2007) A survey of trust and reputation systems for online service provision. Decision support systems 43: 618–644. doi: 10.1016/j.dss.2005.05.019
|
| [15] | Liao H, Cimini G, Medo M (2012) Measuring quality, reputation and trust in online communities. In: Proceedings of the 20th International Symposium on methodologies for intelligent systems (ISMIS). Springer Lecture Notes in Artificial Intelligence, pp. 405–414
|
| [16] | Liao H, Xiao R, Cimini G, Medo M (2013) Ranking users, papers and authors in online scientific communities. arXiv: 1311.3064.
|
| [17] | Tacchella A, Cristelli M, Caldarelli G, Gabrielli A, Pietronero L (2012) A New Metrics for Countries' Fitness and Products' Complexity. Scientific Report 2: 723. doi: 10.1038/srep00723
|
| [18] | Zhou YB, Lü L, Li MH (2012) Quantifying the influence of scientists and their publications: distinguishing between prestige and popularity. New Journal of Physics 14: 033033. doi: 10.1088/1367-2630/14/3/033033
|
| [19] | Laureti P, Moret L, Zhang YC, Yu YK (2006) Information filtering via Iterative Refinement. Europhysics Letter 75: 1006. doi: 10.1209/epl/i2006-10204-8
|
| [20] | Yu YK, Zhang YC, Laureti P, Moret L (2006) Decoding information from noisy, redundant, and intentionally distorted sources. Physica A 371: 732–744. doi: 10.1016/j.physa.2006.04.057
|
| [21] | Zhou YB, Lei T, Zhou T (2011) A robust ranking algorithm to spamming. Europhysics Letter 94: 48002. doi: 10.1209/0295-5075/94/48002
|
| [22] | Lin LI (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrika 45: 255–268. doi: 10.2307/2532051
|
| [23] | Altman NS (1992) An introduction to kernel and nearest-neighbor nonparametric regression. The American Statistician 46: 175. doi: 10.1080/00031305.1992.10475879
|
| [24] | Nagelkerke NJD (1991) A note on a general definition of the coefficient of determination. Biometrika 78: 691–692. doi: 10.1093/biomet/78.3.691
|
| [25] | Lim EP, Nguyen VA, Jindal N, Liu B, Lauw HW (2010) Detecting product review spammers using rating behaviors. In:Proceedings of the 19th ACM international conference on Information and knowledge management. ACM Press, pp.939–948.
|
| [26] | Lee K, Caverlee J, Webb S (2010) Uncovering social spammers: social honeypots + machine learning. In:Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval. ACM Press , pp.435–442.
|
| [27] | Grier C, Thomas K, Paxson V, Zhang M (2010) spam: the underground on 140 characters or less. In:Proceedings of the 17th ACM conference on computer and communications security. ACM Press, pp.27–37.
|
| [28] | Zeng A, Yeung CH, Shang MS, Zhang YC (2012) The reinforcing influence of recommendations on global diversification. Europhysics Letter 97: 18005. doi: 10.1209/0295-5075/97/18005
|
| [29] | Shang MS, Lü L, Zhang YC, Zhou T (2010) Empirical analysis of web-based user-object bipartite networks. Europhysics Letter 90: 48006. doi: 10.1209/0295-5075/90/48006
|
| [30] | Barabasi AL, Albert R (1999) Emergence of Scaling in Random Networks. Science 286: 509–512. doi: 10.1126/science.286.5439.509
|
| [31] | Zeng A, Cimini G (2012) Removing spurious interactions in complex networks. Phys. Rev.E 85: 036101. doi: 10.1103/physreve.85.036101
|
| [32] | Zhang QM, Zeng A, Shang MS (2013) Extracting the information backbone in online system. PloS one 8(5): e62624. doi: 10.1371/journal.pone.0062624
|
| [33] | Kendall M (1938) A new measure of rank correlation. Biometrika 30: 81–93. doi: 10.1093/biomet/30.1-2.81
|
| [34] | Hanley JA, Mcneil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143: 29–36.
|
