We present a sensitivity study of a wait and chase scheme introduced in a previous work to model the contact times between people belonging to a social community. The membership presupposes that, besides purely occasional encounters, people are motivated to meet other members of the community, while the social character of the latter makes each person met an equivalent target. This calls for a mobility in the family of Lévy jumps alternating a wandering period within a limited environment – waiting phase – with jumping to a new site constituting the target of a chase phase. In this paper we aim to connect specific features of single individual dynamics to the overall evolution of the social community in the true thread of the Palm calculus philosophy. We base this study on a large mobility track dataset expressly collected with this objective.

Toward a space-time mobility model for social communities / B. Apolloni, S. Bassis, L. Valerio. ((Intervento presentato al 19. convegno Italian Workshop on Neural Networks : WIRN tenutosi a Vietri sul Mare (SA) nel 2009.

Toward a space-time mobility model for social communities

B. Apolloni
Primo
;
S. Bassis
Secondo
;
L. Valerio
Ultimo
2009

Abstract

We present a sensitivity study of a wait and chase scheme introduced in a previous work to model the contact times between people belonging to a social community. The membership presupposes that, besides purely occasional encounters, people are motivated to meet other members of the community, while the social character of the latter makes each person met an equivalent target. This calls for a mobility in the family of Lévy jumps alternating a wandering period within a limited environment – waiting phase – with jumping to a new site constituting the target of a chase phase. In this paper we aim to connect specific features of single individual dynamics to the overall evolution of the social community in the true thread of the Palm calculus philosophy. We base this study on a large mobility track dataset expressly collected with this objective.
2009
Social Communities ; Mobility Model ; Processes with Memory ; Pareto-like Distribution Law ; Algorithmic Inference
Settore INF/01 - Informatica
Toward a space-time mobility model for social communities / B. Apolloni, S. Bassis, L. Valerio. ((Intervento presentato al 19. convegno Italian Workshop on Neural Networks : WIRN tenutosi a Vietri sul Mare (SA) nel 2009.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/65337
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