A method and system for contextual association discovery to conceptualize a user query. The system includes a user input unit receiving an input of a user query from a user, an attribute extraction unit extracting one or more attributes that materialize the meaning of the input query, a related attribute selection unit selecting one or more related attributes among the extracted attributes, and a content classification unit classifying specified content in accordance with the selected related attributes and the query.