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Birds of a feather talk together: user influence on language adoption

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conference contribution
posted on 10.10.2016 by Daniel Kershaw, Patrick Stacey, Matthew Rowe, Tassos Noulas
Language is in constant flux be it from changes in meaning to the introduction of new terms. At the user level it changes by users accommodating their language in relation to whom they are in contact with. By mining diffusion’s of new terms across social networks we detect the influence between users and communities. This is then used to compute the user activation threshold at which they adopt new terms dependent on their neighbours. We apply this method to four different networks from two popular on-line social networks (Reddit and Twitter). This research highlights novel results: by testing the network through random shuffles we show that the time at which a user adopts a term is dependent on the local structure, however, a large part of the influence comes from the global structure and that influence between users and communities is not significantly dependent on network structures.

Funding

This work is funded by the Digital Economy programme (RCUK Grant EP/G037582/1), which supports the High-Wire Centre for Doctoral Training.

History

School

  • Business and Economics

Department

  • Business

Published in

Hawaii International Conference on Systems Sciences

Citation

KERSHAW, D. ...et al., 2017. Birds of a feather talk together: user influence on language adoption. Presented at the Hawaii International Conference on Systems Sciences (HICSS-50), Hawaii, January 4-7.

Publisher

Hawaii International Conference on System Sciences

Version

AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Acceptance date

11/09/2016

Publication date

2017

Notes

This is a conference paper.

Language

en

Location

Hilton Waikoloa Village

Exports

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Keyword(s)

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