Information overload and irrelevant information are major obstacles for drawing conclusions on the personal health status and taking adequate medical actions. The objective of this study is to design a recommendation-based mobile web application to assist patient efficiently search online health information at anytime, anywhere and via any devices. In the system, we use a collaborative filtering approach to recommend health information to users.