Reactions to posts in an online social network show different dynamics depending on several textual features of the corresponding content. Do similar dynamics exist when images are posted? Exploiting a novel dataset of posts, gathered from the most popular Google+ users, we try to give an answer to such a question. We describe several virality phenomena that emerge when taking into account visual characteristics of images (such as orientation, mean saturation, etc.). We also provide hypotheses and potential explanations for the dynamics behind them, and include cases for which common-sense expectations do not hold true in our experiments.

Exploring Image Virality in Google Plus / Guerini, M., Staiano, J., Albanese, D.. - (2013), pp. 671-678. (SocialCom 2013 Washington DC 8th-14th September 2013) [10.1109/socialcom.2013.101].

Exploring Image Virality in Google Plus

Guerini, Marco
Primo
;
Staiano, Jacopo
Secondo
;
2013-01-01

Abstract

Reactions to posts in an online social network show different dynamics depending on several textual features of the corresponding content. Do similar dynamics exist when images are posted? Exploiting a novel dataset of posts, gathered from the most popular Google+ users, we try to give an answer to such a question. We describe several virality phenomena that emerge when taking into account visual characteristics of images (such as orientation, mean saturation, etc.). We also provide hypotheses and potential explanations for the dynamics behind them, and include cases for which common-sense expectations do not hold true in our experiments.
2013
SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013 Proceedings
Piscataway, NJ, USA
IEEE CS
978-0-7695-5137-1
Guerini, Marco; Staiano, Jacopo; Albanese, Davide
Exploring Image Virality in Google Plus / Guerini, M., Staiano, J., Albanese, D.. - (2013), pp. 671-678. (SocialCom 2013 Washington DC 8th-14th September 2013) [10.1109/socialcom.2013.101].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/362908
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