11/24/2021

Centrality Driver

Betweenness Centrality as a Driver of Preferential Attachment in the Evolution of Research Collaboration Networks

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Abstract

We analyze whether preferential attachment in scientific coauthorship networks is different for authors with different forms of centrality. Using a complete database for the scientific specialty of research about 'steel structures,' we show that betweenness centrality of an existing node is a significantly better predictor of preferential attachment by new entrants than degree or closeness centrality. During the growth of a network, preferential attachment shifts from (local) degree centrality to betweenness centrality as a global measure. An interpretation is that supervisors of PhD projects and postdocs broker between new entrants and the already existing network, and thus become focal to preferential attachment. Because of this mediation, scholarly networks can be expected to develop differently from networks which are predicated on preferential attachment to nodes with high degree centrality.


  • We present a new measure, CMetric, to classify driver behaviors using centrality functions. Our formulation combines concepts from computational graph theory and social traffic psychology to quantify and classify the behavior of human drivers. CMetric is used to compute the probability of a vehicle executing a driving style, as well as the.
  • Social networks are currently gaining increasing impact in the light of the ongoing growth of web-based services like facebook.com. One major challenge for the economically successful implementation of selected management activities such as viral marketing is the identification of key persons with an outstanding structural position within the network.
Publication:

Betweenness Centrality as a Driver of Preferential Attachment in the Evolution of Research Collaboration Networks - NASA/ADS We analyze whether preferential attachment in scientific coauthorship networks is different for authors with different forms of centrality. 2014 UPDATED DRIVER DOWNLOAD: centrality gps hh, drivers for Windows 8,7,Vista,XP: centrality gps hh, All Windows Versions: centrality gps hh. Centrality Atlas II BSP 1.0.0 - Windows Hosts This download contains the Centrality Atlas II BSP for installation on Windows hosts. Use installation key 020H-25NX-093W-S4JX-FFP0. See latest release notes for list of boards supported by this BSP. This BSP is qualified for use with Momentics 6.3.0 Service Pack 2 or later.

Pub Date:
November 2011

Centrality Driver Review

DriverCentrality distinctiveness map
arXiv:
arXiv:1111.6804
Bibcode:
2011arXiv1111.6804A
Keywords:
  • Computer Science - Social and Information Networks;
  • Physics - Physics and Society

Centrality Gps Hh Driver

E-Print:
Journal of Informetrics (in press)
Centrality

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