1. A word mining and evaluating method, comprising: calculating a Document Frequency (DF) of a word in mass categorized data; evaluating the word in multiple single-aspects according to the DF of the word; and evaluating the word in a multiple-aspect according to the evaluations in the multiple single-aspects to obtain an importance weight of the word.