Behavior patterns of online users and the effect on information filtering

Physica A: Statistical Mechanics and its Applications

Volumn 391, Issue 4, 2012, Pages 1822-1830

  Zhang, Cheng Jun ^a   Zeng, An ^a  

^a UNIVERSITY OF FRIBOURG   (Switzerland)

Author keywords

Behavior pattern; Bipartite network; Information filtering; Recommender system

Indexed keywords

RECOMMENDER SYSTEMS;

BEHAVIOR PATTERNS; BIPARTITE NETWORK; COMMERCIAL SYSTEMS; EMPIRICAL ANALYSIS; ONLINE USERS; PERSONALIZED RECOMMENDATION; REAL NETWORKS; RECOMMENDATION ACCURACY;

INFORMATION FILTERING;

EID: 84655164936     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2011.09.038     Document Type: Article

References (44)

1. S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, and D.-U. Hwang Phys. Rep. 424 2006 175
2. R. Guimera, S. Mossa, A. Turtschi, and L.A.N. Amaral Proc. Natl. Acad. Sci. 102 2005 7794
3. H. Yang, Y. Nie, A. Zeng, Y. Fan, Y. Hu, and Z. Di Europhys. Lett. 89 2010 58002
4. W. Li, and X. Cai Phys. Rev. E 69 2004 046106
5. H.-K. Liu, and T. Zhou Acta Phys. Sin. 56 2007 106
6. O. Sporns Complexity 8 2002 56
7. Y. Hu, Y. Wang, D. Li, S. Havlin, and Z. Di Phys. Rev. Lett. 106 2011 108701
8. A. Zeng, D. Zhou, Y. Fan, and Z. Di Physica A 390 2011 3962
9. R. Albert, I. Albert, and G.L. Nakarado Phys. Rev. E 69 2004 025103
10. M.-S. Shang, L. L, W. Zeng, T. Zhou, and Y.-C. Zhang Europhys. Lett. 88 2009 68006
11. F. Radicchi, S. Fortunato, B. Markines, and A. Vespignani Phys. Rev. E 80 2009 056103
12. T.S. Evans, and A.D.K. Plato Phys. Rev. E 75 2007 056101
13. D. Goldberg, D. Nichols, B.M. Oki, and D. Terry Commun. ACM 35 1992 61
14. W. Zeng, M.-S. Shang, Q.-M. Zhang, L. L, and T. Zhou Int. J. Mod. Phys. C 21 2010 1217
15. M.J. Pazzani, and D. Billsus Lect. Notes Comput. Sci. 4321 2007 325
16. S. Maslov, and Y.-C. Zhang Phys. Rev. Lett. 87 2001 248701
17. J. Ren, T. Zhou, and Y.-C. Zhang Europhys. Lett. 82 2008 58007
18. T. Zhou, J. Ren, M. Medo, and Y.-C. Zhang Phys. Rev. E 76 2006 046115
19. Y.-C. Zhang, M. Blattner, and Y.-K. Yu Phys. Rev. Lett. 99 2007 154301
20. T. Zhou, Z. Kuscsik, J.-G. Liu, M. Medo, J.R. Wakeling, and Y.-C. Zhang Proc. Natl. Acad. Sci. 107 2010 4511
21. L. L, and W. Liu Phys. Rev. E 83 2011 066119
22. J.-G. Liu, T. Zhou, and Q. Guo Phys. Rev. E 84 2011 037101
23. C. Song, T. Koren, P. Wang, and A.L. Barabasi Nature Phys. 6 2010 818
24. T. Zhou, Z.-D. Zhao, Z. Yang, C. Zhou, 2011 http://arxiv.org/abs/1106. 5562.
25. M.-S. Shang, L. L, Y.-C. Zhang, and T. Zhou Europhys. Lett. 90 2010 48006
26. J.-P. Onnela, and F. Reed-Tsochas Proc. Natl. Acad. Sci. 107 2010 18375
27. Z. Huang, and D. Zeng INFORMS J. Comput. 23 2011 138
28. J.-G. Liu, T. Zhou, Q. Guo, B.-H. Wang, and Y.-C. Zhang IJMPC 20 12 2009 1925
29. J.-G. Liu, Q. Guo, and Y.-C. Zhang Physica A 389 2010 881
30. G. Bianconi, N. Gulbahce, and A.E. Motter Phys. Rev. Lett. 100 2008 118701
31. A. Zeng, Y. Hu, and Z. Di Phys. Rev. E 81 2010 046121
32. V. Colizza, A. Flammini, M.A. Serrano, and A. Vespignani Nature Phys. 2 2006 110
33. T. Opsahl, V. Colizza, P. Panzarasa, and J.J. Ramasco Phys. Rev. Lett. 101 2008 168702
34. M Girvan, and M.E.J. Newman Proc. Natl. Acad. Sci. 99 2002 7821
35. M.E.J. Newman Phys. Rev. Lett. 89 2002 208701
36. R. Milo, S. Shen-Orr, S. Itzkovitz, N. Kashtan, D. Chklovskii, and U. Alon Science 298 2002 824
37. F. Lorrain, and H.C. White J. Math. Sociol. 1 1971 49
38. L. L, and T. Zhou Physica A 390 2011 1150
39. G. Linden, B. Smith, and J. York IEEE Internet Comput. 7 2003 76
40. J.L. Herlocker, J.A. Konstan, L.G. Terveen, and J.T. Riedl ACM Trans. Inf. Syst. Secur. 22 2004 5
41. A. Zeng, C.H. Yeung, M.-S. Shang, Y.-C. Zhang, 2011 http://arxiv.org/abs/ 1106.0330v1.
42. Z.-K. Zhang, C. Liu, Y.-C. Zhang, and T. Zhou Europhys. Lett. 92 2010 28002
43. T. Zhou, L. L, and Y.-C. Zhang Eur. Phys. J. B 90 2010 48006
44. W. Liu, and L. L Europhys. Lett. 89 2010 58007