We investigate the role played by the context, i.e. the situation the group is currently experiencing, in the design of a system that recommends sequences of activities as a multi-objective optimization problem, where the satisfaction of the group and the available time interval are two of the functions to be optimized. In particular, we highlight that the dynamic evolution of the group can be the key contextual feature that has to be considered to produce fair suggestions.

What is the role of context in fair group recommendations?

Migliorini S.;Quintarelli E.;Carra D.;Belussi A.
2019-01-01

Abstract

We investigate the role played by the context, i.e. the situation the group is currently experiencing, in the design of a system that recommends sequences of activities as a multi-objective optimization problem, where the satisfaction of the group and the available time interval are two of the functions to be optimized. In particular, we highlight that the dynamic evolution of the group can be the key contextual feature that has to be considered to produce fair suggestions.
Context
Fairness
Groups
Sequence recommendations
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11562/999603
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