i'm new to text mining i tried to understand what are pattern-based and rule-based detection but i couldn't understand them.
Assuming you mean for natural language processing (NLP), it seems to me that rule-based classifiers use patterns… I'm not an expert, but the descriptions in A Survey of Text Classification Algorithms (the PDF in the 
is open source/free) are quite helpful.
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