Therefore, we define IG H(S) for a candidate question S by the following equations.
here, D k denotes the k-th retrieved document by matching the query to the KB, and CM (D) denotes the matching score of document D. C i represents the number of documents classified into category i by candidate question S, which is weighted with the matching score.