Research on Trust Prediction from a Sociological Perspective

来源 :计算机科学技术学报(英文版) | 被引量 : 0次 | 上传用户:andykiteelxu
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Trust, as a major part of human interactions, plays an important role in helping users collect reliable infor-mation and make decisions. However, in reality, user-specified trust relations are often very sparse and follow a power law distribution; hence inferring unknown trust relations attracts increasing attention in recent years. Social theories are frameworks of empirical evidence used to study and interpret social phenomena from a sociological perspective, while social networks reflect the correlations of users in real world; hence, making the principle, rules, ideas and methods of social theories into the analysis of social networks brings new opportunities for trust prediction. In this paper, we investigate how to exploit homophily and social status in trust prediction by modeling social theories. We first give several methods to compute homophily coe?cient and status coe?cient, then provide a principled way to model trust prediction mathe-matically, and propose a novel framework, hsTrust, which incorporates homophily theory and status theory. Experimental results on real-world datasets demonstrate the effectiveness of the proposed framework. Further experiments are conducted to understand the importance of homophily theory and status theory in trust prediction.
其他文献
患者 男 ,60岁 ,1年前确诊为右侧肺癌。 2个月前发现脑转移 ,并行颅脑放疗 40d ,照射 60 0 0CGY。近 2周右手拇指出现肿胀、疼痛、活动受限。检查 :右手活动受限 ,拇指肿胀 ,拇
In an emerging trend, more and more Intet users search for information from Community Question and Answer (CQA) websites, as interactive communication in such w
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥
期刊
Link prediction in microblogs by using unsupervised methods has been studied extensively in recent years, which aims to find an appropriate similarity measure b
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥
期刊
工程车是一种用途非常广泛的工程机械.不同的用途和复杂的工况决定了其液压系统工作的复杂性,其中工程车支腿的液压及控制系统对整车的平衡起到了举足轻重的作用;因为支腿对
目的评价心血管数字造影和心脏超声在大动脉错位诊断中的作用.方法 30例大动脉错位患者全部进行心血管数字造影和心脏二维超声心动图以及彩色多普勒血流图检查,其中11例39个
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥
期刊