Social Network Generation and Role Determination Based on Smartphone Data
Social and Information Networks
2013-05-20 v1 Physics and Society
Abstract
We deal with the problem of automatically generating social networks by analyzing and assessing smartphone usage and interaction data. We start by assigning weights to the different types of interactions such as messaging, email, phone calls, chat and physical proximity. Next, we propose a ranking algorithm which recognizes the pattern of interaction taking into account the changes in the collected data over time. Both algorithms are based on recent findings from social network research.
Cite
@article{arxiv.1305.4133,
title = {Social Network Generation and Role Determination Based on Smartphone Data},
author = {Mustafa Ilhan Akbas and Matthias R. Brust and Damla Turgut},
journal= {arXiv preprint arXiv:1305.4133},
year = {2013}
}
Comments
IEEE International Conference on Computer Communications (INFOCOM'12) Student Workshop