However, unlike Equation (2), the numbers of w i and k j derived from W and K are not always the same, because users are allowed to provide an arbitrary number of impression keywords.
for each k j we select the w i that maximizes P (w i |k j ) and approximate P (W |K) as shown in Equation (4).