A method, electronic device and computer program product for categorizing a document that includes determining a key words associated with a document category and corresponding weight. The method also includes determining a score of the document with respect to the key word at least based on frequencies of the key word appearing in a field of the document and the weight and determining that the document is in the document category in response to the score of the document being higher than a threshold.