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METHOD FOR RECOMMENDING POINT OF INTEREST USING USER PREFERENCES AND MOVING PATTERNS

机译:利用用户偏好和移动模式推荐兴趣点的方法

摘要

The present invention relates to a point of interest (POI) recommendation method, and more specifically, to a POI recommendation method for recommending POI information by considering the moving pattern of a user and the attribute information of the POI. For this, present invention provides a method for serving the POI to a first user using the POI path of second users, the POI stored in a database, and the GPS path of the moving line of the first user, wherein the method includes the steps of: generating the POI path in which the preference of the first user is reflected by connecting the respective points of the POI in which the first user is moved through the GPS path; obtaining the preference of the first user using the generated POI path and filtering the POI path of the second users which have the different preference from the first user using the preference of the first user; confirming similarity between the POI path of the first user and the POI path of the second users obtained by the filtering; and recommending the POI of the second user having the similar POI path with the POI path of the first user according to the similarity confirmation result of the path.
机译:本发明涉及兴趣点(POI)推荐方法,更具体地,涉及一种通过考虑用户的移动模式和POI的属性信息来推荐POI信息的POI推荐方法。为此,本发明提供一种用于使用第二用户的POI路径,存储在数据库中的POI以及第一用户的移动线路的GPS路径向第一用户提供POI的方法,其中该方法包括以下步骤:通过将通过GPS路径移动第一用户的POI的各个点连接起来,生成反映第一用户的偏好的POI路径;使用生成的POI路径获取第一用户的偏好,并使用第一用户的偏好过滤与第一用户具有不同偏好的第二用户的POI路径;确认通过过滤获得的第一用户的POI路径和第二用户的POI路径之间的相似性;根据所述路径的相似性确认结果,推荐与所述第一用户的POI路径相似的第二用户的POI。

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