This paper was an attempt of strategic industry-academia collaboration based on university-originated papers using AI cross-map, i.e.,
(1) International Patent classification (IPC) were given to the university-originated papers using deep learning AI.
(2) With the existing academic classification as the X-axis and the patent classification obtained in (1) as the Y-axis, an XY two-dimensional AI cross-maps were created for precise visualization of the university-originated papers.
(3) Some examples of the strategic industry-academia collaborations were proposed based on the evidence of the university-originated papers.
The precise visualization of this research will lead to providing a whole and strategic birdʼs-eye view of the industry-academia collaboration, and also various data-driven analysis methods. In this way, this research has significance as a challenging exploratory research.