Disclosed are a model construction method, a network resource preloading method and apparatus, a medium, and a terminal. The model construction method comprises: obtaining a historical network access record and the terminal state associated with same; determining a state transition probability matrix and an observation probability matrix according to the historical network access record and the terminal state; and constructing an access prediction model on the basis of the state transition probability matrix and the observation probability matrix.