Only written final examination question are taken for test items. All of questions were manually categorized by a group of subject matter expert in programming domain. The system will classify each of questions automatically to their corresponding verbs from the Taxonomy with the assistance of the developed rules. In order to determine the category of questions, this work excluded difficulty level of each question as a measuring factor.