In this paper, we explore two main problems: how user interests change over time and whether user interests have hierarchy. To this end, we first formulate the user interests problem, then adopt semantic enrichment method to determine user interests, and finally employ the topic hierarchy tree model to capture user interests change over time and identify interest hierarchy. Experimental results demonstrate user interests can be divided into primary interest and secondary interest.