METHOD AND APPARATUS FOR PREDICTING NETWORK EVENT AND ESTABLISHING NETWORK EVENT PREDICTION MODEL

摘要

The present invention discloses a network event prediction method and apparatus and a method and an apparatus for establishing a network-event prediction model. The method includes: determining signaling sequence data of a user according to signaling plane data of the user, where the signaling plane data of the user includes N pieces of signaling data and a timestamp of each of the N pieces of signaling data, and each of the N pieces of signaling data includes a signaling type; determining a first probability value of occurrence of a first network event according to the signaling sequence data of the user and a first supervised prediction model; determining a second probability value of occurrence of the first network event according to expert feature data of the user and a second supervised prediction model, where the expert feature data of the user represents a value of at least one preset feature of the user; and determining a predicted occurrence probability of the first network event according to the first probability value and the second probability value. In this way, a prediction accuracy rate is improved, and a cost of network operation and maintenance is reduced.