Where D is a document model, Q is the query and q is a
query term in Q. P(Q D) is the likelihood of the document
model generating the query terms under the ‘bag-of-words’
assumption, where terms are independent. ( | ) i P q D is
specified by the document model with Dirichlet smoothing [7].