The term "color temperature" represents the color of light source or the white point of image displaying devices such as TV and PC monitor. In this paper, our goal is to find an appropriate method of converting the color temperature in order to reproduce the userpreferred color temperature in video displaying devices. In order to achieve the goal, we experiment human's preference tendency towards the color temperature and then propose an adaptive color temperature conversion method reflecting estimated tendency.