Under the environment of education big data, learning analysis technology has been greatly developed, but a rigorous scientific system has not yet been formed. On the basis of analyzing the learning analysis technology at home and abroad, this paper puts forward six contents of the research and construction of the learning analysis model, and finally puts forward the research ideas and methods on the problems that need to be solved urgently during the construction.