| 摘要 |
PURPOSE: A user behavior pattern recognition method using a smart device sensor is provided to intelligently extract an unnecessary function for saving power of a smart device and to turn off the power by using behavior pattern recognition. CONSTITUTION: An input value accumulates the user motion information on the x-, y-, and z-axis by using sensors which are mounted on a smart device and the user movement by using the user movement unit. A multilayered neural network is learnt according to each type of accumulated behavior patterns. The artificial neural network which finishes learning is inserted into a smart device in a form of an application, a code, or a library, and into a server in a form of a program, a code, or a library. A movement sensor receives an input value according to the behavior of a user. The user behavior pattern is recognized by inputting the input value into the artificial network. |
