Research Article

[Retracted] Combining Latent Factor Model for Dynamic Recommendations in Community Question Answering Forums

Algorithm 1

Latent Dirichlet Allocation.
Input: A document vector w in a corpus D
Output: A probabilistic topic vector t for document
Procedure of LDA:
(1) Choose N ∼ Poisson (€)
(2) Choose θ ∼ Dir (α)
(3) For each word wi in wn:
(a)  Choose topic zn ∼ Multinomial (θ)
(b)  Choose a word wn from p(wn|zn, β) that is multinomial probability conditioned on the topic zn
(c)  ti <- zn
(4) Return t