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Advanced technology in GPS and sensors enables us to track moving objects, such as human beings, animals, vehicles. These mobility data as historical activity data of moving objects, in some degree can reflect some internal and external features of moving objects, how to use the massive high-precision mobile data identify potential and meaningful pattern is the current hot spots and is also a serious problem. Patterns mining also have numerous applications in human mobility understanding, urbandoi:10.14257/astl.2016.123.37 fatcat:pyz2v5z6i5ettjweevbzmqylh4