Research Article

A Method for Constructing Supervised Time Topic Model Based on Variational Autoencoder

Table 2

The generative process of DTM.

StepsDescription

1Draw topics
2Draw
3For each document :
4 Generate the multinomial topic distributions over document
5 For each term :
6  Generate topic
7  Generate term
8 End for
9End for