As technologies such as wearable devices and AI develop, personalized health recommendations can be easily generated. However, if health recommendations conflict with individual values, users lose motivation to follow them. Therefore, health recommendations should take into account user interests, such as value, preference, or context. Based on this background, we propose a new interaction method called “negotiation” of intelligent agents that provides personalized health recommendations. With this new interaction method, users will receive health recommendations that reflect their values and situations. We aim to explore how users and agents negotiate and what negotiation strategies are crucial in order to provide user-centered health recommendations.