Kershaw, Stacey HICSS___2017(1).pdf (478.03 kB)
Birds of a feather talk together: user influence on language adoption
conference contributionposted on 2016-10-10, 10:03 authored by Daniel Kershaw, Patrick StaceyPatrick 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.
This work is funded by the Digital Economy programme (RCUK Grant EP/G037582/1), which supports the High-Wire Centre for Doctoral Training.
- Business and Economics
Published inHawaii International Conference on Systems Sciences
CitationKERSHAW, 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.
PublisherHawaii International Conference on System Sciences
- AM (Accepted Manuscript)
Publisher statementThis 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/
NotesThis is a conference paper.
LocationHilton Waikoloa Village