1P1-J09 Putt Swing Skill Assessment Using Recurrent Neural Network

Abstract

Recently, computer-based testing that automates examination using computer is attracting a lot of attention due to the development of information technology and of the spread of computer network. This paper describes a method to automate a test in which examinees actually perform the task to solve given problems, taking putt swing for example. Our testing system assesses the performance of examinees from motion data. We got motion data using a motion capture system. In this paper, we propose a method using recurrent neural network to estimate the expertise of examinees.