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Method and Apparatus for analyzing information based on location for human data mining

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

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.
机译:根据本发明的示例性实施例的用于分析基于位置的信息以用于人类数据挖掘的方法包括:使用预定的智能设备来收集用户数据,以及以KML格式存储所收集的用户数据;以及如果用户位置相同,则将用户数据的收集时间与用户位置的纬度和经度合并,并求和在用户位置花费的时间;根据用户位置的日期,每天的出现时间和每天的出现频率的总和,计算用户的出现日期频率,出现时间频率和用户出现频率;然后,使用所计算出的出现日期频率,出现频率和出现频率来计算用户位置的平均值和标准偏差,并且如果所计算出的平均值和标准偏差之和大于预定的位置标准,则主要运动模式可以是精确分析用户的主要运动方式,应用分析技术的引擎是一种个性化引擎,可以通过协同效应与异构引擎结合。

著录项

  • 公开/公告号KR101806270B1

    专利类型

  • 公开/公告日2017-12-07

    原文格式PDF

  • 申请/专利权人 아주대학교산학협력단;

    申请/专利号KR20110122021

  • 发明设计人 조위덕;이동욱;김양원;

    申请日2011-11-22

  • 分类号G06F17;G06F17/40;

  • 国家 KR

  • 入库时间 2022-08-21 12:41:26

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