... In the k-dimensional principaleigenspace, each dimension of the space describesa semantic concept of the query. When one eigen-value is bigger, the corresponding dimension con-tains more query ... A,B and C).We evaluate our results on the five test data sets(Tan and Peng, 2008), i.e. we use A, B, C, theintersection of three annotator’s results (referredto as D) and the conjunction of ... Hu‡Tingzhu Huang†Tat-Seng Chua‡†School of Applied Math‡School of ComputingUniversity of Electronic Science National University of Singapore, and Technology of China,Chengdu, 610054, P.R. China...