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- W2100095270 abstract "We describe our ongoing research on systematically analysing what types of socially related attributes and behaviours can be estimated automatically in highly social and crowded situations. This is a challenging task because obtaining the true labels for social behaviours or attributes in practice is non-trivial. Here, individuals hang a sensing device around their neck that records their acceleration during a social event. We then devise models to estimate their social behaviour or attributes based on these measurements and systematically evaluate the feasibility of such a set-up. Since we only use a single triaxial accelerometer per person, our results are surprisingly accurate and suggest that further socially relevant information could also be extracted. Our systematic evaluations provide a deeper understanding of how to better model socially relevant information in the future." @default.
- W2100095270 created "2016-06-24" @default.
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- W2100095270 date "2013-09-08" @default.
- W2100095270 modified "2023-09-26" @default.
- W2100095270 title "Systematic evaluation of social behaviour modelling with a single accelerometer" @default.
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- W2100095270 doi "https://doi.org/10.1145/2494091.2494130" @default.
- W2100095270 hasPublicationYear "2013" @default.
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