User-pattern analysis framework to predict future service in intelligent home network

Recently, various networked sensors, devices, and appliances are evolving a smart home to support intelligent home network services. To support an intelligent home network, previous researches have used techniques such as the semantic context representation and reasoning by designing an ontology-based context model. These researches have some drawback in the intelligent home network environment which recognizes the patterns of various users and predicts future services. In this regard, we design the user-pattern analysis framework to support the intelligent home network services that intelligently provide future services along with user-patterns to a user. In addition, we propose the user-pattern analysis method using the semantic data mining.