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The predictability of consumer visitation patterns

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As previous work has indicated, mobility patterns can be predicted with greater accuracy if we consider the traces of individuals with related behaviors. In our case, even though we have no information about the social network of the customers, we can set a relationship between two people by analyzing the shared merchants they frequent. The global Markov model adds information about the plausible space of merchants that an individual can reach, by analyzing the transitions of other customers that have visited the same places, thus assigning a non-zero probability to places that might next be visited by a customer.
The predictability of consumer visitation patterns - For authors - Your Highlight Location 89-93 | Added on Tuesday, 30 April 13 04:20:18
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