In this paper, starting from a real case of an art exhibit, we propose a mathematical model to simulate social network interactions of a visitor that shares his experience on a social network. The Integrate & Fire (I&F) model is used to reproduce the interest of spectators in a cultural heritage community. In our approach, visitor is modelled as a computational neuron, which is connected with his "friends" by means of synapses (i.e., connections), representing friendships and/or common interests among them. The real data are of the exhibit are stored on a cloud system framework and representing the input of the proposed model.

A Cultural Heritage case study of visitor experiences shared on a Social Network / Cuomo, Salvatore; DE MICHELE, Pasquale; Galletti, Ardelio; Piccialli, Francesco. - (2015), pp. 7424624.539-7424624.544. (Intervento presentato al convegno 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015 tenutosi a Polonia nel 2015) [10.1109/3PGCIC.2015.55].

A Cultural Heritage case study of visitor experiences shared on a Social Network

CUOMO, SALVATORE;DE MICHELE, PASQUALE;GALLETTI, ARDELIO;PICCIALLI, FRANCESCO
2015

Abstract

In this paper, starting from a real case of an art exhibit, we propose a mathematical model to simulate social network interactions of a visitor that shares his experience on a social network. The Integrate & Fire (I&F) model is used to reproduce the interest of spectators in a cultural heritage community. In our approach, visitor is modelled as a computational neuron, which is connected with his "friends" by means of synapses (i.e., connections), representing friendships and/or common interests among them. The real data are of the exhibit are stored on a cloud system framework and representing the input of the proposed model.
2015
9781467394734
A Cultural Heritage case study of visitor experiences shared on a Social Network / Cuomo, Salvatore; DE MICHELE, Pasquale; Galletti, Ardelio; Piccialli, Francesco. - (2015), pp. 7424624.539-7424624.544. (Intervento presentato al convegno 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015 tenutosi a Polonia nel 2015) [10.1109/3PGCIC.2015.55].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/647836
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