Communication Dans Un Congrès Année : 2012

Towards Temporal Mobility Markov Chains

Résumé

In this paper, we define a type of mobility model that we coin as temporal Mobility Markov Chain (tMMC), which can represent in a compact yet precise way the mobility behaviour of an individual. In short, a tMMC is a timed and probabilistic automaton in which states represent points of interest (POIs) of an individual and transitions between states corresponds to a movement from one POI to another one. The automaton is probabilistic in the sense that a transition between POIs is non deterministic but rather that there is a probability distribution over the transitions that corresponds to the probability of moving from one POI to another (edges are directed).

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hal-00675544 , version 1 (01-03-2012)

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  • HAL Id : hal-00675544 , version 1

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Sébastien Gambs, Marc-Olivier Killijian, Miguel Nuñez del Prado Cortez. Towards Temporal Mobility Markov Chains. 1st International Workshop on Dynamicity Collocated with OPODIS 2011, Toulouse, France, Dec 2011, Toulouse, France. 2 p. ⟨hal-00675544⟩
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