articleTop 1% cited
Networks, Dynamics, and the Small‐World Phenomenon
American Journal of Sociology · 1999 · Vol. 105(2) · pp. 493–527
Duncan J. Watts✉(Santa Fe Institute)
Abstract
The small‐world phenomenon formalized in this article as the coincidence of high local clustering and short global separation, is shown to be a general feature of sparse, decentralized networks that are neither completely ordered nor completely random. Networks of this kind have received little attention, yet they appear to be widespread in the social and natural sciences, as is indicated here by three distinct examples. Furthermore, small admixtures of randomness to an otherwise ordered network can have a dramatic impact on its dynamical, as well as structural, properties‐a feature illustrated by a simple model of disease transmission.
Complex Network Analysis TechniquesOpinion Dynamics and Social InfluenceEvolutionary Game Theory and CooperationRandomnessPhenomenonFeature (linguistics)Simple (philosophy)Cluster analysisStatistical physicsSmall-world networkCoincidenceComputer scienceNatural (archaeology)
Citations
1,532
FWCI
14.42
field-weighted impact
References
59
Percentile
100%
vs. same field & year
Citations per year
Cited by
Abusive Supervision in Work Organizations: Review, Synthesis, and Research Agenda
Journal of Management · 2007 · 1,639 citations
TAKING STOCK OF NETWORKS AND ORGANIZATIONS: A MULTILEVEL PERSPECTIVE.
Academy of Management Journal · 2004 · 2,259 citations
Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation
Management Science · 2007 · 1,512 citations
Influentials, Networks, and Public Opinion Formation
Journal of Consumer Research · 2007 · 1,875 citations
Structural Holes and Good Ideas
American Journal of Sociology · 2004 · 5,311 citations
Interorganizational Networks at the Network Level: A Review of the Empirical Literature on Whole Networks
Journal of Management · 2007 · 1,718 citations
Social network analysis of animal behaviour: a promising tool for the study of sociality
Animal Behaviour · 2008 · 846 citations
Why social networks are different from other types of networks
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2003 · 1,360 citations
References
Metabolic stability and epigenesis in randomly constructed genetic nets
Journal of Theoretical Biology · 1969 · 4,813 citations
Getting a Job: A Study of Contacts and Careers.
Contemporary Sociology A Journal of Reviews · 1975 · 3,674 citations
Threshold Models of Collective Behavior
American Journal of Sociology · 1978 · 5,932 citations
The evolution of reciprocity in sizable groups
Journal of Theoretical Biology · 1988 · 718 citations
The Evolution of Cooperation
Science · 1981 · 20,127 citations
The Strength of Weak Ties
American Journal of Sociology · 1973 · 38,010 citations
Structural Determination of Paraffin Boiling Points
Journal of the American Chemical Society · 1947 · 4,101 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
