Identity and Search in Social Networks
Santa Fe Institute · Earth Island Institute · +1 more institution
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
- FWCI
- 30.31
- Percentile
- 100%
- References
- 19
Authors
3Topics & keywords
- Computer science
- World Wide Web
- Class (philosophy)
- Social network (sociolinguistics)
- Property (philosophy)
- Identity (music)
- Information retrieval
- Data science
- Reduced inequalities