Study of Commercial Value Assessment Model for Video Creators Based on the Up-loaders of Bilibili
A commercial value assessment model for video creators is established based on the dataset of up-loaders of a video website named Bilibili.The model takes the advertising price of up-loaders as the prediction target,which shows strong generalization ability and good practicality.The entropy weighting method is used to weigh eight features of video creators,which are gathered into three indicators,namely exposure,recognition,and discussion.Then we use the multi-layer perceptron(MLP)regression algorithm to predict the advertising price.The results show that the model can predict up-loaders'advertising prices accurately and help advertisers make business decisions.
Bilibilientropy weight methodMLP regressioncommercial value assessment
NETL
NSTL
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