Abstract: We propose a novel association based method called SAT-MOD＋ for text classification. While previous methods mainly mined frequentlyco-occurring words （frequent itemsets） at the document-level, the basic semantic unit in a document is a sentence. Words wit

Key words: Text classification, Association rules, Maximal frequent itemsets