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Most of valuable data around us is in unstructured format. Discovering worthy knowledge from text which is kind of unstructured data is an important task. Text mining (or text analytics), refers to the process of extracting information from text using machine learning algorithms. Research on text mining n DSPLab covers text categorization, text clustering, concept/entity extraction, sentiment analysis, document summarization and document similarity focusing on Persian language.