Our research group at Nagoya Institute of Technology is developing “MMDAgent” as a voice interaction toolkit. Using MMDAgent, system developers can create various speech dialogue contents. When developers create voice interaction contents, it is important to consider user needs. Therefore, an approach is necessary to elicit preference information of the user. In this paper, we propose a method to extract such preference information of users from voice interaction.