Apparatus for Modeling and Optimization of Features Selection in Big Data based Social Internet of Things and method thereof

摘要

The present invention relates to an apparatus and a method of big data feature selection modeling optimization based on social Internet of things. Moreover, according to the present invention, provided are the apparatus of big data feature selection modeling optimization based on social Internet of things, which comprises: a data collection layer processing data generation through various objects and then collecting and aggregating corresponding data; a communication layer providing end-to-end connection for various devices; a feature selection and processing layer extracting a feature using an ABC algorithm and using a MapReduce to perform data analysis; and a service layer incorporating an object and a third party interface for a person, and the method thereof.