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Method and Apparatus for analyzing information based on location for human data mining
Method and Apparatus for analyzing information based on location for human data mining
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机译:基于位置的信息分析方法和装置以进行人类数据挖掘
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摘要
A method for analyzing location-based information for human data mining according to an exemplary embodiment of the present invention includes collecting user data using a predetermined smart device and storing the collected user data in a KML format; Merging the collection time of the user data with the latitude and longitude of the user location if the user locations are the same and summing the time spent at the user location; Calculating an appearance date frequency, an appearance time frequency, and an appearance frequency of the user based on the sum of the appearance of the user position by date, the appearance time of each day, and the appearance frequency of each day; And calculating an average and a standard deviation for the user position using the calculated appearance date frequency, appearance frequency and occurrence frequency, and if the sum of the calculated average and standard deviation is greater than a predetermined position criterion, The main moving pattern can be precisely analyzed as well as the main moving pattern of the user, and the engine to which the analysis technique is applied is a kind of personalization engine, which is combined with the heterogeneous engine through the synergy Effect can be obtained.
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