一种面向社交网络推荐的时空用户偏好计算方法

Zou Guojian, Wang Jisheng, Yuan Hailei, Wang Dong, Pan Tao, Song Feng, Zhang Bo
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引用次数: 0

摘要

在移动互联网时代的背景下,定位业务得到了快速发展。在时空维度建模的基础上,结合相似用户群体的偏好,研究用户的个性化偏好,提出了位置服务的信息选择模型及相关算法。在该模型中,首先构建时空维度模型,对用户个性化位置服务信息进行时间和空间维度的处理。然后,在已有用户偏好研究的基础上,构建了一个新的用户偏好模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A space-time dimension user preference calculation method for recommendation in social network
Under the background of the Mobile Internet Age, location service has been developed rapidly. On the basis of modeling the space-time dimension and the study of users' personalized preference combined with the preference of similar user groups, this paper proposes the information selection model of location service and relevant algorithms. In this model, a space-time dimensional model is firstly constructed to process the information of users' personalized location service in the time and spatial dimension. Then, a new user preference model is constructed based on the existing study on user preference.
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