The core ideas of CDIO are“learning from doing”and“project teaching”. Based on CDIO’s engineering philosophy,the research on the talents’cultivation and development of computer specialty has attracted more and more attention from educators and researchers. Therefore, according to the visual analysis of CSSCI and keyword index, this paper explores on the research trend and direction of computer science in recent 10 years guided by CDIO philosophy.