计算机学院学术报告:Assessing multi-hop interpersonal trust in online social networks (OSNs)

报告题目:Assessing multi-hop interpersonal trust in online social networks (OSNs)

报告时间:2015年6月23日上午9点30

报告地点:研究院南518报告厅

主讲人:杨青

报告摘要:


Assessing multi-hop interpersonal trust in online social networks (OSNs) is critical for many social network applications such as online marketing but challenging due to the
difficulties of handling complex OSNs topology, in existing models such as subjective logic, and the lack of effective validation methods. To address these challenges, we for the first time properly define trust propagation and combination in arbitrary OSN topologies by proposing 3VSL (Three-Valued Subjective Logic). The 3VSL distinguishes the posteriori and priori uncertainties existing in trust, and the difference between distorting and original opinions, thus be able to compute multi-hop trusts in arbitrary graphs.We theoretically proved the capability based on the Dirichlet distribution. Furthermore, an online survey system is implemented to collect interpersonal trust data and validate the correctness and accuracy of 3VSL in real world. Both

experimental and numerical results show that 3VSL is accurate in computing interpersonal trust in OSNs。

主讲人简介:

EDUCATION:
Auburn University, Auburn, AL  Ph.D in Computer Science (05/2011)
Harbin Institute of Technology, Harbin, China  M.E. in Computer Science (07/2005)
Nankai University, Tianjin, China  B.E. in Computer Science (07/2003)
PROFESSIONAL POSITIONS
08/2011 – present Assistant Professor, Department of Computer Science Montana State University
05/2011 – 08/2011 Research Staff, Department of Computer Sci. and Software Eng.Auburn University
RESEARCH INTERETS
Internet of Things、Cyber Physical System、Network Security and Privacy、Trust in Online Social Networks (OSNs)

文章来源:哈工大(威海)今日工大