Temporal User Interest Pattern Modeling and New Interest Estimation

Modeling user's interests without considering the stream of time can ignore some important information for personal preference analysis. In this paper, we propose a method for modeling user representative temporal interest pattern to minimize ignoring important information for personal preference and a method for estimating new interests from existing interests. The validity of the proposed method is justified by experiments with data from 'Daum' news Comments.