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Science
Vol. 296 no. 5571 pp. 1302-1305
DOI: 10.1126/science.1070120
  • Report

Identity and Search in Social Networks

  1. M. E. J. Newman3

+ Author Affiliations

  1. 1 Department of Sociology, Columbia University, New York, NY 10027, USA.
  2. 2 Columbia Earth Institute, Columbia University, New York, NY 10027, USA.
  3. 3 Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA.

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.

  • Received for publication 23 January 2002.
  • Accepted for publication 3 April 2002.

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