基于动态信任模式的推荐系统

H. L. Nguyen, Jason J. Jung
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引用次数: 3

摘要

我们的信任总是随着各种情况而变化。我们称之为信任的动力。研究信任的变化是一项必要的任务,因为它可以应用于多种应用,如基于信任的推荐系统。在本文中,我们的目标是i)提出信任的一般定义,ii)定义表征信任变化的时空模式。它们可以用作基于信任的推荐系统的输出,以及iii)在Twitter用户和餐馆之间的案例研究中证明我们的命题的有效性。此外,本研究可以应用于各个领域(如电子学习环境和搜索系统)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utilizing Dynamics Patterns of Trust for Recommendation System
Our trust always changes due to various conditions. We call it dynamics of trust. Researching about the change of trust is a necessary task because it could be applied into diverse applications such as trust-based recommendation systems. In this paper, our target is to i) propose a general definition of trust, ii) define temporal and spatial patterns for representing how trust changes. They can be used as the output of trust-based recommendation systems, and iii) proving the effectiveness of our proposition on a case study between a Twitter user and a restaurant. Moreover, this research could be applied to various areas (e.g., e-leaning environment and search system).
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