Abstract
KAAHE is an online Arabic Health Encyclopedia that received tremendous efforts in promoting health awareness and, consequently, was awarded with multiple national certifications. However, the website's search engine does not come up to its high standards. Therefore, in this paper, we experiment with combinations of stemming and query expansion on articles collected from KAAHE, in order to create an improved Arabic Health Encyclopedia Search Engine (HealthSEA).