SCOPUS 정보 검색 플랫폼

Volumn 88, Issue 12, 2015, Pages 1-11

Infection propagator approach to compute epidemic thresholds on temporal networks: impact of immunity and of limited temporal resolution

(3) Valdano, Eugenio a Poletto, Chiara a Colizza, Vittoria a,b

a SORBONNE UNIVERSITÉ (France)

b ISI FOUNDATION (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; NETWORK SECURITY;

ANALYTICAL PREDICTIONS; EPIDEMIC THRESHOLD; NETWORK VULNERABILITY; PROPAGATOR APPROACH; TEMPORAL NETWORKS; TEMPORAL RESOLUTION; TEMPORARY IMMUNITY; THEORETICAL FRAMEWORK;

EPIDEMIOLOGY;

EID: 84950317044 PISSN: 14346028 EISSN: 14346036 Source Type: Journal
DOI: 10.1140/epjb/e2015-60620-5 Document Type: Article

Times cited : (30)

References (75)

1
- 84950342780
- R.M. Anderson, R.M. May, Infectious Diseases of Humans Dynamics and Control (Oxford University Press, 1992)
- R.M. Anderson, R.M. May, InfectiousDiseases of Humans Dynamics and Control (Oxford University Press, 1992)

2
- 84924261283
- M.J. Keeling, P. Rohani, Modeling Infectious Diseases in Humans and Animals (Princeton University Press, 2008)
- M.J. Keeling, P. Rohani, ModelingInfectious Diseases in Humans and Animals (Princeton University Press, 2008)

3
- 0035794256
- R.Pastor-Satorras,A.Vespignani, Phys. Rev. Lett.86, 3200 (2001)
- (2001) Phys. Rev. Lett. , vol.86 , pp. 3200
- Pastor-Satorras, R.¹ Vespignani, A.²

4
- 27644462218
- Y. Wang, D. Chakrabarti, C. Wang, C. Faloutsos, Epidemic spreading in real networks: an eigenvalue viewpoint, in Proceedings of 22nd International Symposium on Reliable Distributed Systems, 2003 (2003), pp. 25–34
- Y. Wang, D. Chakrabarti, C. Wang,C. Faloutsos, Epidemic spreading in real networks: an eigenvalue viewpoint, inProceedings of 22nd International Symposium on Reliable Distributed Systems,2003 (2003), pp. 25–34

5
- 77957266190
- S.Gómez, A.Arenas, J.Borge-Holthoefer,S.Meloni, Y.Moreno, Europhys. Lett.89, 38009 (2010)
- (2010) Europhys. Lett. , vol.89 , pp. 38009
- Gómez, S.¹ Arenas, A.² Borge-Holthoefer, J.³ Meloni, S.⁴ Moreno, Y.⁵

6
- 0034323311
- R. Cohen, K. Erez, D. ben Avraham,S.Havlin, Phys. Rev. Lett.85, 4626 (2000)
- (2000) Phys. Rev. Lett. , vol.85 , pp. 4626
- Cohen, R.¹ Erez, K.² ben Avraham, D.³ Havlin, S.⁴

7
- 41349106348
- M.E.J.Newman, Phys. Rev. E66, 016128 (2002)
- (2002) Phys. Rev. E , vol.66 , pp. 016128
- Newman, M.E.J.¹

8
- 84881503536
- M. Boguñá,C.Castellano, R.Pastor-Satorras, Phys. Rev. Lett.111, 068701 (2013)
- (2013) Phys. Rev. Lett. , vol.111 , pp. 068701
- Boguñá, M.¹ Castellano, C.² Pastor-Satorras, R.³

9
- 78349292558
- C.Castellano, R.Pastor-Satorras, Phys. Rev. Lett.105, 218701 (2010)
- (2010) Phys. Rev. Lett. , vol.105 , pp. 218701
- Castellano, C.¹ Pastor-Satorras, R.²

10
- 84866556857
- A.V.Goltsev, S.N.Dorogovtsev,J.G.Oliveira,J.F.F.Mendes, Phys. Rev. Lett.109, 128702 (2012)
- (2012) Phys. Rev. Lett. , vol.109 , pp. 128702
- Goltsev, A.V.¹ Dorogovtsev, S.N.² Oliveira, J.G.³ Mendes, J.F.F.⁴

11
- 84924517160
- A. Barrat, M. Barthelemy, A. Vespignani, Dynamical Processes on Complex Networks (Cambridge University Press,2008)
- A. Barrat, M. Barthelemy, A. Vespignani,Dynamical Processes on Complex Networks (Cambridge University Press,2008)

12
- 79955102913
- S.Bansal, J.Read, B.Pourbohloul,L.A.Meyers, J. Biol. Dyn.4, 478 (2010)
- (2010) J. Biol. Dyn. , vol.4 , pp. 478
- Bansal, S.¹ Read, J.² Pourbohloul, B.³ Meyers, L.A.⁴

13
- 78650107510
- L. Isella, J. Stehlé, A. Barrat, C. Cattuto, J.F. Pinton, W. Van den Broeck, J. Theor. Biol. 271, 166 (2011)
- (2011) J. Theor. Biol , vol.271 , pp. 166
- Isella, L.¹ Stehlé, J.² Barrat, A.³ Cattuto, C.⁴ Pinton, J.F.⁵ Van den Broeck, W.⁶

14
- 79961052024
- G.Miritello, E.Moro, R.Lara, Phys. Rev. E83, 045102 (2011)
- (2011) Phys. Rev. E , vol.83 , pp. 045102
- Miritello, G.¹ Moro, E.² Lara, R.³

15
- 77950534276
- L.E.C.Rocha, F.Liljeros, P.Holme, Proc. Natl. Acad. Sci. USA107, 5706 (2010)
- (2010) Proc. Natl. Acad. Sci. USA , vol.107 , pp. 5706
- Rocha, L.E.C.¹ Liljeros, F.² Holme, P.³

16
- 79956262123
- P.Bajardi, A.Barrat, F.Natale, L.Savini, V.Colizza, PloS One6, e19869 (2011)
- (2011) PloS One , vol.6 , pp. 19869
- Bajardi, P.¹ Barrat, A.² Natale, F.³ Savini, L.⁴ Colizza, V.⁵

17
- 67749102377
- C.T.Butts, Science325, 414 (2009)
- (2009) Science , vol.325 , pp. 414
- Butts, C.T.¹

18
- 79952504668
- M.Karsai, M.Kivelä, R.K.Pan, K.Kaski, J.Kertész, A.L.Barabási, J.Saramäki, Phys. Rev. E83, 025102 (2011)
- (2011) Phys. Rev. E , vol.83 , pp. 025102
- Karsai, M.¹ Kivelä, M.² Pan, R.K.³ Kaski, K.⁴ Kertész, J.⁵ Barabási, A.L.⁶ Saramäki, J.⁷

19
- 84866939709
- P.Holme, J.Saramäki, Phys. Rep.519, 97 (2012)
- (2012) Phys. Rep. , vol.519 , pp. 97
- Holme, P.¹ Saramäki, J.²

20
- 84875987140
- L.E.C.Rocha, V.D.Blondel, PLoS Comput. Biol.9, e1002974 (2013)
- (2013) PLoS Comput. Biol. , vol.9 , pp. 1002974
- Rocha, L.E.C.¹ Blondel, V.D.²

21
- 84905454892
- L.Ferreri, P.Bajardi, M.Giacobini, S.Perazzo, E.Venturino, Phys. Rev. E90, 012812 (2014)
- (2014) Phys. Rev. E , vol.90 , pp. 012812
- Ferreri, L.¹ Bajardi, P.² Giacobini, M.³ Perazzo, S.⁴ Venturino, E.⁵

22
- 68649108167
- J.L.Iribarren, E.Moro, Phys. Rev. Lett.103, 038702 (2009)
- (2009) Phys. Rev. Lett. , vol.103 , pp. 038702
- Iribarren, J.L.¹ Moro, E.²

23
- 34147159602
- A.Vazquez, B.Rácz, A.Lukács, A.L.Barabási, Phys. Rev. Lett.98, 158702 (2007)
- (2007) Phys. Rev. Lett. , vol.98 , pp. 158702
- Vazquez, A.¹ Rácz, B.² Lukács, A.³ Barabási, A.L.⁴

24
- 1942503245
- K.T.Eames, M.J.Keeling, Math. Biosc.189, 115 (2004)
- (2004) Math. Biosc. , vol.189 , pp. 115
- Eames, K.T.¹ Keeling, M.J.²

25
- 84871233737
- N.Perra, B.Gonçalves, R.Pastor-Satorras,A.Vespignani, Sci. Rep.2, 469 (2012)
- (2012) Sci. Rep. , vol.2 , pp. 469
- Perra, N.¹ Gonçalves, B.² Pastor-Satorras, R.³ Vespignani, A.⁴

26
- 64549088983
- E.Volz, L.A.Meyers, J. Roy. Soc. Int.6, 233 (2009)
- (2009) J. Roy. Soc. Int. , vol.6 , pp. 233
- Volz, E.¹ Meyers, L.A.²

27
- 33646855384
- T. Gross, C.J.D. D’Lima,B.Blasius, Phys. Rev. Lett.96, 208701 (2006)
- (2006) Phys. Rev. Lett. , vol.96 , pp. 208701
- Gross, T.¹ D’Lima, C.J.D.² Blasius, B.³

28
- 84856274301
- M.Taylor, T.J.Taylor, I.Z.Kiss, Phys. Rev. E85, 016103 (2012)
- (2012) Phys. Rev. E , vol.85 , pp. 016103
- Taylor, M.¹ Taylor, T.J.² Kiss, I.Z.³

29
- 77953330270
- Z.Zhao, J.P.Calderón, C.Xu, G.Zhao, D.Fenn, D.Sornette, R.Crane, P.M.Hui, N.F.Johnson, Phys. Rev. E81, 56107 (2010)
- (2010) Phys. Rev. E , vol.81 , pp. 56107
- Zhao, Z.¹ Calderón, J.P.² Xu, C.³ Zhao, G.⁴ Fenn, D.⁵ Sornette, D.⁶ Crane, R.⁷ Hui, P.M.⁸ Johnson, N.F.⁹

30
- 84934268705
- E.Valdano, L.Ferreri, C.Poletto, V.Colizza, Phys. Rev. X5, 21005 (2015)
- (2015) Phys. Rev. X , vol.5 , pp. 21005
- Valdano, E.¹ Ferreri, L.² Poletto, C.³ Colizza, V.⁴

31
- 84893550916
- M.De Domenico, A.Solé-Ribalta,E.Cozzo, M.Kivelä, Y.Moreno, M.A.Porter, S.Gómez, A.Arenas, Phys. Rev. X3, 041022 (2013)
- (2013) Phys. Rev. X , vol.3 , pp. 041022
- De Domenico, M.¹ Solé-Ribalta, A.² Cozzo, E.³ Kivelä, M.⁴ Moreno, Y.⁵ Porter, M.A.⁶ Gómez, S.⁷ Arenas, A.⁸

32
- 84942256852
- M.Kivelä, A.Arenas, M.Barthelemy,J.P.Gleeson, Y.Moreno, M.A.Porter, J. Complex Networks2, 203 (2014)
- (2014) J. Complex Networks , vol.2 , pp. 203
- Kivelä, M.¹ Arenas, A.² Barthelemy, M.³ Gleeson, J.P.⁴ Moreno, Y.⁵ Porter, M.A.⁶

33
- 84890767224
- P.Vanhems, A.Barrat, C.Cattuto, J.F.Pinton, N.Khanafer, C.Régis, B.Kim, B.Comte, N.Voirin, PLoS One8, e73970 (2013)
- (2013) PLoS One , vol.8 , pp. 73970
- Vanhems, P.¹ Barrat, A.² Cattuto, C.³ Pinton, J.F.⁴ Khanafer, N.⁵ Régis, C.⁶ Kim, B.⁷ Comte, B.⁸ Voirin, N.⁹

34
- 84873563287
- M.Konschake,H.H.K.Lentz, F.J.Conraths, P.Hövel, T.Selhorst, PLoS One8, e55223 (2013)
- (2013) PLoS One , vol.8 , pp. 55223
- Konschake, M.¹ Lentz, H.H.K.² Conraths, F.J.³ Hövel, P.⁴ Selhorst, T.⁵

35
- 84907156315
- J.Fournet, A.Barrat, PLoS One9, e107878 (2014)
- (2014) PLoS One , vol.9 , pp. 107878
- Fournet, J.¹ Barrat, A.²

36
- 84926366999
- T.Obadia, R.Silhol, L.Opatowski, L.Temime, J.Legrand, A.C.M.Thiébaut, J.L.Herrmann, E.Fleury, D.Guillemot, P.Y.Boëlle, PLoS Comput. Biol.11, e1004170 (2015)
- (2015) PLoS Comput. Biol. , vol.11 , pp. 1004170
- Obadia, T.¹ Silhol, R.² Opatowski, L.³ Temime, L.⁴ Legrand, J.⁵ Thiébaut, A.C.M.⁶ Herrmann, J.L.⁷ Fleury, E.⁸ Guillemot, D.⁹ Boëlle, P.Y.¹⁰

37
- 84885996921
- B.Ribeiro, N.Perra, A.Baronchelli, Sci. Rep.3, 3006 (2013)
- (2013) Sci. Rep. , vol.3 , pp. 3006
- Ribeiro, B.¹ Perra, N.² Baronchelli, A.³

38
- 84867453032
- P.Bajardi, A.Barrat, L.Savini, V.Colizza, J. Roy. Soc. Int.9, 2814 (2012)
- (2012) J. Roy. Soc. Int. , vol.9 , pp. 2814
- Bajardi, P.¹ Barrat, A.² Savini, L.³ Colizza, V.⁴

39
- 84876707675
- A.Machens, F.Gesualdo, C.Rizzo, A.Tozzi, A.Barrat, C.Cattuto, BMC Infectious Diseases13, 185 (2013)
- (2013) BMC Infectious Diseases , vol.13 , pp. 185
- Machens, A.¹ Gesualdo, F.² Rizzo, C.³ Tozzi, A.⁴ Barrat, A.⁵ Cattuto, C.⁶

40
- 84857511011
- J.P.Gleeson, S.Melnik, J.A.Ward, M.A.Porter, P.J.Mucha, Phys. Rev. E85, 026106 (2012)
- (2012) Phys. Rev. E , vol.85 , pp. 026106
- Gleeson, J.P.¹ Melnik, S.² Ward, J.A.³ Porter, M.A.⁴ Mucha, P.J.⁵

41
- 84855519936
- P.Van Mieghem, Computing93, 147 (2011)
- (2011) Computing , vol.93 , pp. 147
- Van Mieghem, P.¹

42
- 84874582002
- P. Van Mieghem, R. van de Bovenkamp, Phys. Rev.Lett. 110, 108701 (2013)
- (2013) Phys. Rev. Lett. , vol.110 , pp. 108701
- Van Mieghem, P.¹ van de Bovenkamp, R.²

43
- 84890482938
- C.Li, H.Wang, P.Van Mieghem, Phys. Rev. E88, 062802 (2013)
- (2013) Phys. Rev. E , vol.88 , pp. 062802
- Li, C.¹ Wang, H.² Van Mieghem, P.³

44
- 84950342785
- K. Wehmuth, A. Ziviani, E. Fleury, arXiv:1402.3488 (2014)
- (2014) E. Fleury, arXiv , vol.1402 , pp. 3488
- Wehmuth, K.¹ Ziviani, A.²

45
- 77954771922
- P.J.Mucha, T.Richardson, K.Macon, M.A.Porter, J.P.Onnela, Science329, 277 (2010)
- (2010) Science , vol.329 , pp. 277
- Mucha, P.J.¹ Richardson, T.² Macon, K.³ Porter, M.A.⁴ Onnela, J.P.⁵

46
- 84923304008
- I.Scholtes, N.Wider, R.Pfitzner, A.Garas, C.J.Tessone, F.Schweitzer, Nat. Commun.5, 5024 (2014)
- (2014) Nat. Commun. , vol.5 , pp. 5024
- Scholtes, I.¹ Wider, N.² Pfitzner, R.³ Garas, A.⁴ Tessone, C.J.⁵ Schweitzer, F.⁶

47
- 84888144461
- E.Cozzo, R.A.Baños, S.Meloni, Y.Moreno, Phys. Rev. E88, 050801 (2013)
- (2013) Phys. Rev. E , vol.88 , pp. 050801
- Cozzo, E.¹ Baños, R.A.² Meloni, S.³ Moreno, Y.⁴

48
- 84882320826
- H. Wang, Q. Li, G. D’Agostino,S.Havlin, H.E.Stanley, P.Van Mieghem, Phys. Rev. E88, 022801 (2013)
- (2013) Phys. Rev. E , vol.88 , pp. 022801
- Wang, H.¹ Li, Q.² D’Agostino, G.³ Havlin, S.⁴ Stanley, H.E.⁵ Van Mieghem, P.⁶

49
- 84884781463
- C.Granell, S.Gómez, A.Arenas, Phys. Rev. Lett.111, 128701 (2013)
- (2013) Phys. Rev. Lett. , vol.111 , pp. 128701
- Granell, C.¹ Gómez, S.² Arenas, A.³

50
- 84950342786
- S. Elaydi, An Introduction to Difference Equations, 3rd edn. (Springer, New York, 2005)
- S. Elaydi, An Introduction to DifferenceEquations, 3rd edn. (Springer, New York, 2005)

51
- 84950342787
- P.D. Powell, arXiv:1112.4379 (2011)
- (2011) Powell, arXiv , vol.1112 , pp. 4379

52
- 84874999063
- H.K.Lentz, T.Selhorst, I.M.Sokolov, Phys. Rev. Lett.110, 118701 (2013)
- (2013) Phys. Rev. Lett. , vol.110 , pp. 118701
- Lentz, H.K.¹ Selhorst, T.² Sokolov, I.M.³

53
- 85127828430
- P. Van Mieghem, F. Sahneh, C. Scoglio, An upper bound for the epidemic threshold in exact Markovian SIR and SIS epidemics on networks, in IEEE 53rd Annual Conference on Decision and Control (CDC), 2014 (2014), pp. 6228–6233
- P. Van Mieghem, F. Sahneh, C. Scoglio, Anupper bound for the epidemic threshold in exact Markovian SIR and SIS epidemics onnetworks, in IEEE 53rd Annual Conference on Decision and Control (CDC),2014 (2014), pp. 6228–6233

54
- 84930965957
- P.Shu, W.Wang, M.Tang, Y.Do, Chaos25, 063104 (2015)
- (2015) Chaos , vol.25 , pp. 063104
- Shu, P.¹ Wang, W.² Tang, M.³ Do, Y.⁴

55
- 78650671288
- M.Salathé, M.Kazandjieva,J.W.Lee, P.Levis, M.W.Feldman, J.H.Jones, Proc. Natl. Acad. Sci USA107, 22020 (2010)
- (2010) Proc. Natl. Acad. Sci USA , vol.107 , pp. 22020
- Salathé, M.¹ Kazandjieva, M.² Lee, J.W.³ Levis, P.⁴ Feldman, M.W.⁵ Jones, J.H.⁶

56
- 84867753105
- S.C.Ferreira, C.Castellano, R.Pastor-Satorras, Phys. Rev. E86, 041125 (2012)
- (2012) Phys. Rev. E , vol.86 , pp. 041125
- Ferreira, S.C.¹ Castellano, C.² Pastor-Satorras, R.³

57
- 33646384384
- P.Crépey, F.P.Alvarez, M.Barthélemy, Phys. Rev. E73, 046131 (2006)
- (2006) Phys. Rev. E , vol.73 , pp. 046131
- Crépey, P.¹ Alvarez, F.P.² Barthélemy, M.³

58
- 84555187558
- S.C.Ferreira, R.S.Ferreira, C.Castellano, R.Pastor-Satorras, Phys. Rev. E84, 066102 (2011)
- (2011) Phys. Rev. E , vol.84 , pp. 066102
- Ferreira, S.C.¹ Ferreira, R.S.² Castellano, C.³ Pastor-Satorras, R.⁴

59
- 84880787397
- P.Holme, PLoS Comput Biol9, e1003142 (2013)
- (2013) PLoS Comput Biol , vol.9 , pp. 1003142
- Holme, P.¹

60
- 79960559609
- J.Stehlé, N.Voirin, A.Barrat, C.Cattuto, V.Colizza, L.Isellaet al., BMC Medicine9, 87 (2011)
- (2011) BMC Medicine , vol.9 , pp. 87
- Stehlé, J.¹ Voirin, N.² Barrat, A.³ Cattuto, C.⁴ Colizza, V.⁵ Isella, L.⁶

61
- 41349102707
- P.Holme, Phys. Rev. E71, 046119 (2005)
- (2005) Phys. Rev. E , vol.71 , pp. 046119
- Holme, P.¹

62
- 79961105717
- R.K.Pan, J.Saramaki, Phys. Rev. E84, 016105 (2011)
- (2011) Phys. Rev. E , vol.84 , pp. 016105
- Pan, R.K.¹ Saramaki, J.²

63
- 34247960076
- M.S.Granovetter, Am. J. Sociol.78, 1360 (1973)
- (1973) Am. J. Sociol. , vol.78 , pp. 1360
- Granovetter, M.S.¹

64
- 37749014698
- Y.Gang, Z.Tao, W.Jie, F.Zhong-Qian, W.Bing-Hong, Chinese Phys. Lett.22, 510 (2005)
- (2005) Chinese Phys. Lett. , vol.22 , pp. 510
- Gang, Y.¹ Tao, Z.² Jie, W.³ Zhong-Qian, F.⁴ Bing-Hong, W.⁵

65
- 34250628484
- J.P.Onnela, J.Saramäki, J.Hyvönen, G.Szabó, D.Lazer, K.Kaski, J.Kertész, A.L.Barabási, Proc. Natl. Acad. Sci.104, 7332 (2007)
- (2007) Proc. Natl. Acad. Sci. , vol.104 , pp. 7332
- Onnela, J.P.¹ Saramäki, J.² Hyvönen, J.³ Szabó, G.⁴ Lazer, D.⁵ Kaski, K.⁶ Kertész, J.⁷ Barabási, A.L.⁸

66
- 84950342789
- R. Lambiotte, J.C. Delvenne, M. Barahona, (2009)
- R. Lambiotte, J.C. Delvenne, M. Barahona,arXiv:0812.1770 (2009)

67
- 60749091842
- R. Toivonen, X. Castelló, V.M. Eguíluz,J. Saramäki, K. Kaski, M. San Miguel, Phys. Rev. E 79, 016109 (2009)
- (2009) Phys. Rev. E , vol.79 , pp. 016109
- Toivonen, R.¹ Castelló, X.² Eguíluz, V.M.³ Saramäki, J.⁴ Kaski, K.⁵ San Miguel, M.⁶

68
- 63349085482
- K.T.Eames, J.M.Read, W.J.Edmunds, Epidemics1, 70 (2009)
- (2009) Epidemics , vol.1 , pp. 70
- Eames, K.T.¹ Read, J.M.² Edmunds, W.J.³

69
- 77954594423
- M.Salathé, J.H.Jones, PLoS Comput. Biol.6, e1000736 (2010)
- (2010) PLoS Comput. Biol. , vol.6 , pp. 1000736
- Salathé, M.¹ Jones, J.H.²

70
- 84861942689
- Z.Yang, T.Zhou, Phys. Rev. E85, 056106 (2012)
- (2012) Phys. Rev. E , vol.85 , pp. 056106
- Yang, Z.¹ Zhou, T.²

71
- 84892724043
- C.Kamp, M.Moslonka-Lefebvre,S.Alizon, PLoS Comput. Biol.9, e1003352 (2013)
- (2013) PLoS Comput. Biol. , vol.9 , pp. 1003352
- Kamp, C.¹ Moslonka-Lefebvre, M.² Alizon, S.³

72
- 79957633039
- M.Deijfen, Math. Biosc.232, 57 (2011)
- (2011) Math. Biosc. , vol.232 , pp. 57
- Deijfen, M.¹

73
- 82255192470
- T.Britton, M.Deijfen, F.Liljeros, J. Stat. Phys.145, 1368 (2011)
- (2011) J. Stat. Phys. , vol.145 , pp. 1368
- Britton, T.¹ Deijfen, M.² Liljeros, F.³

74
- 84867883144
- T.Britton, D.Lindenstrand, Math. Biosc.240, 124 (2012)
- (2012) Math. Biosc. , vol.240 , pp. 124
- Britton, T.¹ Lindenstrand, D.²

75
- 84887275555
- G.Miritello, R.Lara, M.Cebrian, E.Moro, Sci. Rep.3, 1950 (2013)
- (2013) Sci. Rep. , vol.3 , pp. 1950
- Miritello, G.¹ Lara, R.² Cebrian, M.³ Moro, E.⁴

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.