Based on the results of step (a)&(b), we calculate the word distributions of microblogs as follows: where P (w e i |d m j ) represents the probability that word w e i will appear in microblog d m j .
though some words may not actually appears in a microblog, there is still a probability that it is highly relevant to the microblog.