articleScienceMay 17, 2002GREEN OA

Identity and Search in Social Networks

Santa Fe Institute · Earth Island Institute · +1 more institution

PubMed
Indexed inarxivcrossrefpubmed

Abstract

Social networks have the surprising property of being "searchable": Ordinary people are capable of directing messages through their network of acquaintances to reach a specific but distant target person in only a few steps. We present a model that offers an explanation of social network searchability in terms of recognizable personal identities: sets of characteristics measured along a number of social dimensions. Our model defines a class of searchable networks and a method for searching them that may be applicable to many network search problems, including the location of data files in peer-to-peer networks, pages on the World Wide Web, and information in distributed databases.

Citation impact

1,066
total citations
FWCI
30.31
Percentile
100%
References
19
Citations per year

Authors

3

Topics & keywords

Keywords
  • Computer science
  • World Wide Web
  • Class (philosophy)
  • Social network (sociolinguistics)
  • Property (philosophy)
  • Identity (music)
  • Information retrieval
  • Data science
UN Sustainable Development Goals
  • Reduced inequalities
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