Inter-disciplinary learning has become the main strategy for improving learning outcome in higher education, and effect way for cultivate 21st century key abilities. The research purpose is to construct an analytic framework for the inter-disciplinary learning through secondary data analysis and expert interview, and then analyze the trend and practice of recent universities. Furthermore the research will conclude the key factors and solid strategies via expert meeting, and provide colleges and the government the suggestion for policy making.