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Degree of Separation in Social Networks [article]

Prerana Laddha
2010 arXiv   pre-print
We apply this approach to other random graphs depicting social networks and then compare the characteristics of these graphs with the average degree of separation.  ...  Social network analysis is the understanding of concepts and information on relationships among interacting units in an ecological system.  ...  A study of degree of separation in social networks can eventually have applications in other ecological networks.  ... 
arXiv:1007.5476v1 fatcat:7ubbpatcdzhorhkadap5w3guji

Inference for influence over multiple degrees of separation on a social network

Tyler J. VanderWeele
2013 Statistics in Medicine  
States and behaviors of different individuals are expected to be correlated across a social network.  ...  Christakis and Fowler have proposed a 'three degrees of influence rule' to characterize the extent of such dependence.  ...  However, importantly, in the context of only one degree of separation, if we are just interesting in testing for any social influence, then, under the null hypothesis of no contagion anywhere in the network  ... 
doi:10.1002/sim.5653 pmid:23341081 pmcid:PMC4221254 fatcat:t6ekssqvjjcyvek7y5ebl2okuu

Four Degrees of Separation, Really

P. Boldi, S. Vigna
2012 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining  
We indulge in some reflections on the actual meaning of "average distance" and make a number of side observations showing that, yes, 3:74 "degrees of separation" are really few.  ...  We recently measured the average distance of users in the Facebook graph, spurring comments in the scientific community as well as in the general press [1].  ...  OF WEB AND SOCIAL GRAPHS AFTER REMOVING THE LARGEST (IN-)DEGREE NODES.  ... 
doi:10.1109/asonam.2012.211 dblp:conf/asunam/BoldiV12 fatcat:bmkodamnxjfnteffum3lx4bctq

Degrees of Separation, Social Learning, and the Evolution of Cooperation in a Small-World Network

Nicholas Seltzer, Oleg Smirnov
2015 Journal of Artificial Societies and Social Simulation  
We analyze a novel agent-based model of a social network in which agents make contributions to others conditional upon the social distance, which we measure in terms of the "degrees of separation" between  ...  Combining greater interaction distance with greater learning distance leads to a positive change in the total social welfare produced by the agents' contributions.  ...  In our unweighted social network, this social distance can be measured by means of the degrees of separation, defined here as the number of connections (edges) between any two agents (nodes).  ... 
doi:10.18564/jasss.2851 fatcat:wiowsoeurzcmjclboyg7ay72hy

Six Degrees of Separation among US Researchers

Hakan Kardes, A. Sevincer, M. H. Gunes, M. Yuksel
2012 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining  
Using complex network analysis, we interpret the collaboration patterns at researcher, institution and state levels by constructing the corresponding networks based on the number of grants collaborated  ...  In this paper, we analyze the funds distributed by the National Science Foundation (NSF), a major source of research funding in the States, to understand the collaboration patterns among researchers and  ...  We clearly observed a six degrees of separation in the state and organization collaboration networks, while the degree of separation in the PI network is much higher.  ... 
doi:10.1109/asonam.2012.109 dblp:conf/asunam/KardesSGY12 fatcat:6a3i4kvhlfgujcjptduged66vq

College English Teaching in Social Networking Services Based on Six Degrees of Separation

Xiangju Chai
2016 Proceedings of the 2016 6th International Conference on Applied Science, Engineering and Technology   unpublished
Social Networking Services (SNS) which are based on the theory of Six Degrees of Separation emerged in 2003. With the rapid growth, it came to be a popular social service network in 2009.  ...  The article will explore the advantages in English teaching in universities to help students to make full use of such a tool.  ...  Social Networking Services Social Networking Services,a kind of application of internet, which were based on the theory of Six degrees of separation, aim to help people to build up social connections through  ... 
doi:10.2991/icaset-16.2016.82 fatcat:5et744ymrbcxblcgwirwbfl22i

A Review on the Methodologies, Computational Processes and Issues Behind The Utility of Degree of Separation In Social Networking Sites

Navdeep Singh
2018 Navodita Bammi International Journal of Computer & Mathematical Sciences IJCMS   unpublished
The Degree of Separation is decreasing day by day and reach ability of people is increasing with a rapid pace. One such utility of degree of separation is "PEOPLE YOU MAY KNOW" feature of FACEBOOK.  ...  Social network sites (SNSs) are increasingly attracting the attention of academic and industry researchers intrigued by their affordances and reach.  ...  CONCLUSION With Social Networking Sites like Facebook , the world is getting three a bit degree of separation closer.  ... 

Young-boy networks without kin clusters in a lek-mating manakin

David B. McDonald
2009 Behavioral Ecology and Sociobiology  
In contrast, relatedness in dyads for which at least one of the males was outside the social network (involving at least one blood-sampled male not documented to have interacted with other banded males  ...  I use 10 years of data from a long-term study of lekmating long-tailed manakins to relate the social network among males to their spatial and genetic structure.  ...  Stuckey of Monteverde provided support and access to their land, and the people and government of Costa Rica created an environment conducive to intensive field research. J. Gilardi, R.  ... 
doi:10.1007/s00265-009-0722-9 fatcat:uqodrf43dzfrvgq2dnwktnifhu

The Structure and Evolution of an Offline Peer-to-Peer Financial Network [article]

Pantelis Loupos, Alexandros Nathan
2018 arXiv   pre-print
We present a series of static and dynamic measurements that summarize the key aspects of any social network, namely the degree distribution, density and connectivity.  ...  We find that the degree distributions do not follow a power-law distribution, confirming previous studies that real-world social networks are rarely scale-free.  ...  Later on, a study 11 of the Facebook social graph found that the average degrees of separation are 4.5, claiming that online social networks have made the world much smaller.  ... 
arXiv:1806.06328v1 fatcat:wschdz76ebbrliruvveshkgs5e

Model for simulating mechanisms responsible of similarities between people connected in networks of social relations [article]

Blazej Zak, Anita Zbieg
2014 arXiv   pre-print
It the literature have been identified three social mechanisms explaining the similarity between people connected in the network of social relations homophily, confounding and social contagion.  ...  The article proposes a simple model for simulating mechanisms responsible for similarity of attitudes in networks of social relations; along with a measure that is able to indicate which of the three mechanisms  ...  It says that each individual is influenced by their friends (1 st degree of separation), but also by friends of friends (2 nd degree of separation) and friends of friends' friends (3 rd degree of separation  ... 
arXiv:1411.7727v1 fatcat:7agaphybafa5ne5i4qnkyq3exm

Long-range degree correlations in complex networks

Michael Mayo, Ahmed Abdelzaher, Preetam Ghosh
2015 Computational Social Networks  
In addition, the average degrees of the separated neighbors approached the average network connectivity after approximately 3-4 steps.  ...  Social networks are often degree correlated between nearest neighbors, an effect termed homophily, wherein individuals connect to nearest neighbors of similar connectivity.  ...  Opinions, interpretations, conclusions, and recommendations are those of the author(s) and are not necessarily endorsed by the U.S. Army.  ... 
doi:10.1186/s40649-015-0011-x fatcat:pwsahx44yfemjcpcmeuulfbhvu

We are so close, less than 4 degrees separating you and me!

Eman Yasser Daraghmi, Shyan-Ming Yuan
2014 Computers in Human Behavior  
Nowadays, the glory of social networking sites is unprecedented.  ...  The six degrees of separation theory proposed in 1967 stated that we are all just six degrees of separation apart.  ...  Acknowledgements The authors would like to thank the Editor and the Reviewers for their careful review of our manuscript and providing us with comments and suggestion to improve the quality of the manuscript  ... 
doi:10.1016/j.chb.2013.09.014 fatcat:g7awyra5bjajfb3lxvckotnxzu

Understanding communication networks in the emergency department

Nerida Creswick, Johanna I Westbrook, Jeffrey Braithwaite
2009 BMC Health Services Research  
(who is important or powerful), degree of separation (how many ties lie between people) and reciprocity (how bi-directional are interactions).  ...  centrality (who has most connections measured in two ways, in-degree, the number of ties directed to an individual and out-degree, the number of ties directed from an individual), betweenness centrality  ...  Doctors to Allied health (46%) Nurses to Doctors (55%) Admin to Nurses (21%) Degree of separation (Average for the network) 1 to 2 degrees of separation 1 to 2 degrees of separation 1 to 2  ... 
doi:10.1186/1472-6963-9-247 pmid:20043845 pmcid:PMC2809061 fatcat:zco4mcd5ibd7ra5tvcmbadryri

Search in Social Networks: Designing Models and Algorithms That Maximize Human Influence

Ericsson Santana Marin, Cedric Luiz de Carvalho
2014 2014 47th Hawaii International Conference on System Sciences  
This ease of connecting has increased the number of people using social networks, making the search for connections in this kind of network extremely complex.  ...  In this paper, grounded in concepts from Network Science and Artificial Intelligence, we report on models we have constructed and on algorithms aimed at producing a search engine integrated into social  ...  As predicted by the Network Science, after three degrees of separation, influence in a social network becomes negligible.  ... 
doi:10.1109/hicss.2014.203 dblp:conf/hicss/MarinC14 fatcat:ffqoxreo5rcthgzgomcl4kdqjq

Social networks and cooperation in hunter-gatherers

Coren L. Apicella, Frank W. Marlowe, James H. Fowler, Nicholas A. Christakis
2012 Nature  
Network ties are also more likely between people who give the same amount, and the similarity in cooperative behaviour extends up to two degrees of separation.  ...  Social networks display certain empirical regularities-in settings as diverse as villages, schools, and workplaces-in terms of variation in the degree distribution (number of social ties), transitivity  ...  But if social networks are a source of variation, then social proximity (measured separately for the campmate networks and gift networks by the inverse of the degrees of separation between two people)  ... 
doi:10.1038/nature10736 pmid:22281599 pmcid:PMC3340565 fatcat:zflv77czrbhhzkyzy3sn2xsf7i
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