Bessi, Alessandro and Zollo, Fabiana and Del Vicario, Michela and Scala, Antonio and Petroni, Fabio and Gonçalves, Bruno and Quattrociocchi, Walter Everyday the same picture: popularity and content diversity. Working Paper #7/2015 ArXiv (Submitted)
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Abstract
Facebook is flooded by diverse and heterogeneous content, from kittens up to music and news, passing through satirical and funny stories. Each piece of that corpus reflects the heterogeneity of the underlying social background. In the Italian Facebook we have found an interesting case: a page having more than 40K followers that every day posts the same picture of Toto Cutugno, a popular Italian singer. In this work, we use such a page as a benchmark to study and model the effects of content heterogeneity on popularity. In particular, we use that page for a comparative analysis of information consumption patterns with respect to pages posting science and conspiracy news. In total, we analyze about 2M likes and 190K comments, made by approximately 340K and 65K users, respectively. We conclude the paper by introducing a model mimicking users selection preferences accounting for the heterogeneity of contents.
| Item Type: | Working Paper (Working Paper) |
|---|---|
| Projects: | EU FET project MULTIPLEX Nr. 317532 |
| Uncontrolled Keywords: | Social and Information Networks (cs.SI); Human-Computer Interaction (cs.HC); Data Analysis, Statistics and Probability (physics.data-an); Physics and Society (physics.soc-ph) |
| Subjects: | H Social Sciences > HA Statistics H Social Sciences > HM Sociology Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
| Research Area: | Economics and Institutional Change |
| Depositing User: | Ms T. Iannizzi |
| Date Deposited: | 02 Feb 2015 10:18 |
| Last Modified: | 07 Apr 2016 10:13 |
| URI: | http://eprints.imtlucca.it/id/eprint/2550 |
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