A synthetical approach for blog recommendation: Combining trust,social relation,and semantic analysis |
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| Authors: | Yung-Ming Li Ching-Wen Chen |
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| Affiliation: | 2. Section of Hospital Medicine, Department of Internal Medicine, University of Chicago, Chicago, Illinois;3. Department of Critical Care Medicine, Hospital for Sick Children, Toronto, Ontario, Canada;4. Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts;5. Department of Medical Education, University of Illinois, Chicago, Illinois;1. Department of Electronics and Computer Engineering, Hanyang University, Republic of Korea;2. Computer Science Department, Carnegie Mellon University, Pittsburgh, USA;3. School of Business, Yonsei University, Republic of Korea;1. Department of Applied Informatics and Multimedia, Asia University, Taichung 41354, Taiwan, ROC;2. Department of Management Information Systems, National Chung Hsing University, Taichung 40227, Taiwan, ROC |
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| Abstract: | Weblog is a good paradigm of online social network which constitutes web-based regularly updated journals with reverse chronological sequences of dated entries, usually with blogrolls on the sidebars, allowing bloggers link to favorite site which they are frequently visited. In this study we propose a blog recommendation mechanism that combines trust model, social relation and semantic analysis and illustrates how it can be applied to a prestigious online blogging system – wretch in Taiwan. By the results of experimental study, we found a number of implications from the Weblog network and several important theories in domain of social networking were empirically justified. The experimental evaluation reveals that the proposed recommendation mechanism is quite feasible and promising. |
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