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AMI
2015
Springer

Using Statistico-Relational Model for Activity Recognition in Smart Home

3 years 7 months ago
Using Statistico-Relational Model for Activity Recognition in Smart Home
This paper presents the use of a model which mixes logical knowledge and statistical inference to recognize Activities of Daily Living (ADL) from sensors in a smart home. This model called Markov Logic Network (MLN) has different implementations and we propose to compare three of them, from the widely used Alchemy to the new generic framework DeepDive. Finally, we discuss the interest these software products can have for real time activity recognition.
Alexis Brenon, François Portet, Michel Vach
Added 16 Apr 2016
Updated 16 Apr 2016
Type Journal
Year 2015
Where AMI
Authors Alexis Brenon, François Portet, Michel Vacher
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