We present a biologically inspired mathematical model for describing the personalized interactions of users with cultural heritage objects. The main idea is to measure the interest of an artwork spectator by means of a model able to capture the context and the visitor behaviors. In the proposed approach, the user is assimilated to a computational neuron, and its interests are deduced by counting potential spike trains, generated by external currents. Preliminary experimental results based on a phantom database, built from a real scenario, are shown. Finally, comparison results and application scenarios that may be adopted for the context-aware user proling in the cultural heritage framework are discussed.

A biologically inspired model for describing the user behaviors in a Cultural Heritage environment / Cuomo, Salvatore; Pasquale De, Michele; Posteraro, MARIA ROSARIA. - 1:(2014), pp. 292-302. (Intervento presentato al convegno 22nd Italian Symposium on Advanced Database Systems tenutosi a Sorrento Coast nel 16-28 Giugno).

A biologically inspired model for describing the user behaviors in a Cultural Heritage environment

CUOMO, SALVATORE;POSTERARO, MARIA ROSARIA
2014

Abstract

We present a biologically inspired mathematical model for describing the personalized interactions of users with cultural heritage objects. The main idea is to measure the interest of an artwork spectator by means of a model able to capture the context and the visitor behaviors. In the proposed approach, the user is assimilated to a computational neuron, and its interests are deduced by counting potential spike trains, generated by external currents. Preliminary experimental results based on a phantom database, built from a real scenario, are shown. Finally, comparison results and application scenarios that may be adopted for the context-aware user proling in the cultural heritage framework are discussed.
2014
9781634391450
A biologically inspired model for describing the user behaviors in a Cultural Heritage environment / Cuomo, Salvatore; Pasquale De, Michele; Posteraro, MARIA ROSARIA. - 1:(2014), pp. 292-302. (Intervento presentato al convegno 22nd Italian Symposium on Advanced Database Systems tenutosi a Sorrento Coast nel 16-28 Giugno).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/592440
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