SimTrust : a new method of trust network generation
Bhuiyan, Touhid, Xu, Yue, & Josang, Audun (2010) SimTrust : a new method of trust network generation. In IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing (EUC), 2010, IEEE, Hong Kong, China, pp. 718-722.
Trust can be used for neighbor formation to generate automated recommendations. User assigned explicit rating data can be used for this purpose. However, the explicit rating data is not always available. In this paper we present a new method of generating trust network based on user’s interest similarity. To identify the interest similarity, we use user’s personalized tag information. This trust network can be used to find the neighbors to make automated recommendation. Our experiment result shows that the precision of the proposed method outperforms the traditional collaborative filtering approach.
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|Item Type:||Conference Paper|
|Keywords:||Trust Networks, Interest Similarity, Recommender System, Rating, Tag|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600) > Decision Support and Group Support Systems (080605)|
|Divisions:||Past > Schools > Computer Science|
Past > QUT Faculties & Divisions > Faculty of Science and Technology
|Copyright Owner:||Copyright 2010 IEEE.|
|Copyright Statement:||Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.|
|Deposited On:||27 Apr 2011 12:39|
|Last Modified:||27 Apr 2011 12:39|
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