Geographic routing in social networks
Carleton College · IBM Research - Almaden · +2 more institutions
Abstract
We live in a "small world," where two arbitrary people are likely connected by a short chain of intermediate friends. With scant information about a target individual, people can successively forward a message along such a chain. Experimental studies have verified this property in real social networks, and theoretical models have been advanced to explain it. However, existing theoretical models have not been shown to capture behavior in real-world social networks. Here, we introduce a richer model relating geography and social-network friendship, in which the probability of befriending a particular person is inversely proportional to the number of closer people. In a large social network, we show that…
Citation impact
- FWCI
- 21.33
- Percentile
- 100%
- References
- 38
Authors
5- DLDavid Liben‐NowellCorresponding
Carleton College, IBM Research - Almaden, Yahoo (United States), Massachusetts Institute of Technology
- JNJasmine Novak
Carleton College, Yahoo (United States), Massachusetts Institute of Technology
- RKRavi Kumar
Carleton College, Yahoo (United States), Massachusetts Institute of Technology
- PRPrabhakar Raghavan
Carleton College, Yahoo (United States), Massachusetts Institute of Technology
- ATAndrew Tomkins
Carleton College, Yahoo (United States), Massachusetts Institute of Technology
Topics & keywords
- Friendship
- Social network (sociolinguistics)
- Remainder
- Property (philosophy)
- Chain (unit)
- Computer science
- Routing (electronic design automation)
- Geography
- Reduced inequalities