User loss prediction method based on Internet television using behaviors and terminal

The invention discloses a user loss prediction method based on Internet television using behaviors and a terminal, and the method comprises the steps: obtaining the basic attribute features of a userand the startup information in a preset period, and constructing a user matrix; obtaining program inf...

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Bibliographic Details
Main Author CHENG GUANGJIAN
Format Patent
LanguageChinese
English
Published 05.03.2021
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
HANDLING RECORD CARRIERS
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:The invention discloses a user loss prediction method based on Internet television using behaviors and a terminal, and the method comprises the steps: obtaining the basic attribute features of a userand the startup information in a preset period, and constructing a user matrix; obtaining program information data, performing word segmentation vectorization processing on a program introduction, constructing a program matrix, and performing dimension reduction processing on the program matrix to obtain a program introduction matrix; acquiring viewing behavior data of the user, and constructing aprogram preference matrix; and combining the user matrix, the program introduction matrix and the program preference matrix into a calculation matrix, and inputting the calculation matrix into a prediction model to predict a user loss probability. According to the invention, the feature number is increased by collecting the program information in different time periods in the preset period, richuser behavior feature data
Bibliography:Application Number: CN202011247722