Service Selection Based on Dynamic Group Trust in Social Network

Shouxian Wei, Xiaolin Zheng, Deren Chen
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引用次数: 1

Abstract

People are more likely to have a common topic together, whereas gathering the people to form into the group also can create more value. Service network is the society that has different layers, where people are belongs to different kinds of interests and hobbies, therefore, group mode is very suitable for services network conditions. It is easy to form variant crowds of people and motivate common topics according to characteristics of population. Aiming the shortcoming at the aspects of social network of the existing service selection, this paper proposed a service selection algorithm and related group trust model in social network. Through calculation of group trust and its propagation between groups, it got the comprehensive trust evaluation. Through the correction of trust evaluation, it succeeded to resist some malicious behaviors. Finally, we verified its effectiveness, resist aggression through the simulated experiment.
基于动态群体信任的社会网络服务选择
人们更有可能在一起有一个共同的话题,而将人们聚集成一个小组也可以创造更多的价值。服务型网络是具有不同层次的社会,人们在其中属于不同的兴趣爱好,因此,群组模式非常适合服务型网络条件。根据人口的特点,很容易形成不同的人群,激发共同的话题。针对现有服务选择在社交网络方面的不足,提出了一种社交网络中的服务选择算法及相关的群体信任模型。通过计算群体信任及其在群体间的传播,得到综合信任评价。通过对信任评估的修正,成功地抵御了一些恶意行为。最后,通过仿真实验验证了其抗攻击的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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