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

Table 4

The generative process of ST-TM.

Steps	Description
1	For each topic in time slice :
2	Generate the multinomial topic distributions over vocabulary according to
3	End for
4	Draw
5	For each document :
6	Generate the multinomial topic distributions over document according to and the constraint matrix of document-topic
7	For each term :
8	Generate topic
9	Generate term
10	End for
11	End for