Probabilistic ontology based activity recognition in smart homes using Markov Logic Network.
K. S. GayathriK. S. EaswarakumarSusan EliasPublished in: Knowl. Based Syst. (2017)
Keyphrases
- smart home
- activity recognition
- markov logic networks
- smart home environment
- probabilistic reasoning
- human activities
- activities of daily living
- structure learning
- bayesian networks
- action recognition
- first order logic
- context aware
- daily activities
- smart environments
- probabilistic model
- home environments
- markov networks
- probabilistic graphical models
- ambient assisted living
- transfer learning
- graphical models
- older adults
- home environment
- conditional probabilities
- posterior probability
- data sets
- intelligent agents
- generative model
- text classification
- knowledge representation
- information retrieval