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Appendix of Sources=xi

Editor's Introduction : Six Themes of 'Six Degrees' Sebastian Schnettler=xxi

Volume I

I. The Small-World Phenomenon : An Introduction

1. The Small World Problem : The Growth of a Research Idea / Karl W. Deutsch=3

2. A Structured Overview of 50 Years of Small-World Research / Sebastian Schnettler=11

3. The Small World Problem / Judith S. Kleinfeld=49

4. The "New" Science of Networks / Duncan J. Watts=59

II. Network Search

a) Probing Network Structure : Milgram's Letter Referral Method

5. The Small-World Problem / Stanley Milgram=91

6. An Experimental Study of the Small World Problem / Jeffrey Travers ; Stanley Milgram=109

7. A Review of Small World Literature / H. Russell Bernard ; Peter D. Killworth=127

8. An Experimental Study of Search in Global Social Networks / Peter Sheridan Dodds ; Roby Muhamad ; Duncan J. Watts=141

9. A Small World on Feet of Clay? A Comparison of Empirical Small-World Studies against Best-Practice Criteria / Sebastian Schnettler=147

b) Targeted Search : Empirical Examples and the Algorithmic Small-World Problem

10. Social Networks and Getting a Home : Do Contacts Matter? / Andrea Roper ; Beate Volker ; Henk Flap=171

11. The Strength of Weak Ties / Mark S. Granovetter=199

12. How to Search a Social Network / Lada Adamic ; Eytan Adar=219

13. Identity and Search in Social Networks / Duncan J. Watts ; Peter Sheridan Dodds ; M.E.J. Newman=239

14. The Accuracy of Small World Chains in Social Networks / Peter D. Killworth ; Christopher McCarty ; H. Russell Bernard ; Mark House=247

III. A Complex Networks Approach to the Small-World Problem

a) Network Topology : Small-World, and Scale-Free Networks

15. Collective Dynamics of "Small-World" Networks / Duncan J. Watts ; Steven H. Strogatz=261

16. Scale-Free Networks / Albert-Laszlo Barabasi ; Eric Bonabeau=269

17. Models of the Small World / M.E.J. Newman=283

18. Classes of Small-World Networks / L.A.N. Amaral ; A. Scala ; M. Barthelemy ; H.E. Stanley=305

19. Why Social Networks Are Different from Other Types of Networks / M.E.J. Newman ; Juyong Park=315

b) Characterizing Small-World Networks

20. Network 'Small-World-Ness' : A Quantitative Method for Determining Canonical Network Equivalence / Mark D. Humphries ; Kevin Gurney=331

21. Efficient Behavior of Small-World Networks / Vito Latora ; Massimo Marchiori=357

22. Structural Fault Tolerance of Scale-Free Networks / Jingbo Hao ; Jianping Yin ; Boyun Zhang=365

23. Economic Small-World Behavior in Weighted Networks / V. Latora ; M. Marchiori=373

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Volume II

III. A Complex Networks Approach to the Small-World Problem(Continued)

c) Network Evolution

24. Emergence of Scaling in Random Networks / Albert-Laszlo Barabasi ; Reka Albert=3

25. Six Degrees of "Who Cares?" / Rick Grannis=11

26. Effects of "Rich-Gets-Richer" Rule on Small-World Networks / Hongwei Dai ; Shangce Gao ; Yu Yang ; Zheng Tang=37

27. Revisiting "Scale-Free" Networks / Evelyn Fox Keller=45

d) Network Dynamics

28. Game Theory and Physics / Christoph Hauert ; Gydrgy Szabo=61

29. Complex Contagions and the Weakness of Long Ties / Damon Centola ; Michael Macy=83

30. The Emperor's Dilemma : A Computational Model of Self-Enforcing Norms / Damon Centola ; Robb Wilier ; Michael Macy=115

31. Networks, Dynamics, and the Small-World Phenomenon / Duncan J. Watts=145

32. Social Games in a Social Network / Guillermo Abramson ; Marcelo Kuperman=179

IV. Multidisciplinary Applications

a) Biology and Biochemistry

33. Network Biology : Understanding the Cell's Functional Organization / Albert-Laszlo Barabasi ; Zoltan N. Oltvai=189

34. The Emergent Properties of a Dolphin Social Network / David Lusseau=215

35. Small World Patterns in Food Webs / Jose M. Montoya ; Ricard V. Sole=223

36. Graph Theoretic Topology of the Great but Small Barrier Reef World / Stuart J. Kininmonth ; Glenn De'ath ; Hugh P. Possingham=235

37. Scale-Free Networks in Biology : New Insights into the Fundamentals of Evolution? / Yuri I. Wolf ; Georgy Karev ; Eugene V. Koonin=259

b) Neuroscience

38. Small-World Brain Networks / Danielle Smith Bassett ; Ed Bullmore=267

39. The Small World of the Cerebral Cortex / Olaf Sporns ; Jonathan D. Zwi=289

40. Delayed Feedback Control of Bursting Synchronization in a Scale-Free Neuronal Network / C.AS. Batista ; S.R. Lopes ; R.L. Viana ; A.M. Batista=311

41. Functional Neural Network Analysis in Frontotemporal Dementia and Alzheimer's Disease Using EEG and Graph Theory / Willem de Haan ; Yolande A.L. Pijnenburg ; Rob L.M. Strijers ; Yolande van der Made ; Wiesje M. van der Flier ; Philip Scheltens ; Cornelis J. Stam=337

42. The Brainstem Reticular Formation Is a Small-World, Not Scale-Free, Network / M.D. Humphries ; K. Gurney ; T.J. Prescott=357

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Volume III

IV. Multidisciplinary Applications (Continued)

c) Epidemiology

43. Networks and Epidemic Models / Matt J. Keeling ; Ken T.D. Eames=3

44. The Spread of Obesity in a Large Social Network over 32 Years / Nicholas A Christakis ; James H. Fowler=29

45. The Impacts of Network Topology on Disease Spread / Mark D.F. Shirley ; Steve P. Rushton=51

46. Modelling Development of Epidemics with Dynamic Small-World Networks / Jari Saramaki ; Kimmo Kaski=71

47. Small World Effect in an Epidemiological Model / Marcelo Kuperman ; Guillermo Abramson=87

d) Computer Science

48. Spatial Small Worlds : New Geographic Patterns for an Information Economy / Sean P. Gorman ; Rajendra Kulkarni=95

49. Epidemic Spreading in Scale-Free Networks / Romualdo Pastor-Satorras ; Alessandro Vespignani=125

50. On the Design of Resilient Heterogeneous Wireless Sensor Networks based on Small World Concepts / Daniel L. Guidoni ; Raquel A.F. Mini ; Antonio A.F. Loureiro=133

51. Hyperlink Analyses of the World Wide Web : A Review / Han Woo Park ; Mike Thelwall=161

e) Information Sciences

52. Strong Correlations between Text Quality and Complex Networks Features / L. Antiqueira ; M.G.V Nunes ; O.N. Oliveira ; Jr. L. da F. Costa=191

53. Coauthorship Networks and Patterns of Scientific Collaboration / M.E.J. Newman=207

54. Social Network Analysis : A Powerful Strategy, also for the Information Sciences / Evelien Otte ; Ronald Rousseau=221

55. Global and Local Features of Semantic Networks : Evidence from the Hebrew Mental Lexicon / Yoed N. Kenett,Dror Y. Kenett ; Eshel Ben-Jacob ; Miriam Faust=241

f) Science and Engineering

56. Empirical Analysis of a Scale-Free Railway Network in China / W. Li ; X. Cai=269

57. Simulating Wildfire Patterns Using a Small-World Network Model / J.K. Adou ; Y. Billaud ; D.A. Brou ; J.-P Clerc,J.-L. Consalvi ; A. Fuentes ; A. Kaiss,F. Nmira ; B. Porterie ; L. Zekri ; N. Zekri=283

58. Experiential Hierarchies of Streets / Martin Tomko ; Stephan Winter ; Christophe Claramunt=303

59. The Network Analysis of Urban Streets : A Dual Approach / Sergio Porta ; Paolo Crucitti ; Vito Latora=327

vol.4

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Volume IV

IV. Multidisciplinary Applications (Continued)

g) Psychology and Cognitive Science

60. Defeating Denial : Limited Nuclear War and the Small World Problem / Bern P. Allen=3

61. Modeling Belief Systems with Scale-Free Networks / Miklos Antal ; Ldszlo Balogh=7

62. A "Small-World" Network Model of Cognitive Insight / Melissa A. Schilling=39

63. Scaling Laws in Cognitive Sciences / Christopher T Kello ; Gordon D.A. Brown ; Ramon Ferrer-i-Cancho ; John G. Holden ; Klaus Linkenkaer-Hansen ; Theo Rhodes ; Guy C. Van Orden=73

64. Altered Small-World Brain Functional Networks and Duration of Heroin Use in Male Abstinent Heroin-Dependent Individuals / Kai Yuan ; Wei Qin ; Jixin Liu ; Qian Guo ; Minghao Dong ; Jinbo Sun ; Yi Zhang ; Peng Liu ; Wei Wang ; Yarong Wang ; Qiang Li,Weichuan Yang ; Karen M. von Deneen ; Mark S. Gold ; Yijun Liu ; Jie Tian=93

h) Business and Management Science

65. Small-World Networks and Management Science Research : A Review / Brian Uzzi ; Luis AN. Amaral ; Felix Reed-Tsochas=105

66. The Network Paradigm in Organizational Research : A Review and Typology / Stephen P. Bor gat ti ; Pacey C. Foster=137

67. Are Small World Networks Always Best for Innovation? / Tim Kastelle ; John Steen=165

68. Knowledge Networks : Explaining Effective Knowledge Sharing in Multiunit Companies / Morten T. Hansen=183

69. Information Processing and Problem Solving : The Migration of Problems through Formal Positions and Networks of Ties / William B. Stevenson ; Mary C. Gilly=213

i) Economics, Politics, and Power

70. Who Knows Whom? Acquaintanceship and Contacts in the Israeli National Elite / Michael Gurevitch ; Alex Weingrod=225

71. Just How Small Is This World Really? An Application of Small World Theory to the Study of Globalization / Annette Freyberg-Inan=243

72. On the Topological Properties of the World Trade Web : A Weighted Network Analysis / Giorgio Fagiolo ; Javier Reyes ; Stefano Schiavo=269

73. The Social Structure of the World Polity / Jason Beckfield=279

74. The Small World of the American Corporate Elite, 1982-2001 / Gerald F. Davis ; Mina Yoo ; Wayne E. Baker=327