Number of co-authors:19
Number of publications with 3 favourite co-authors:Meiyun Zuo:3Tao Mei:2Xian-Sheng Hua:2
Bo Yang's 3 most productive colleagues in number of publications:Xian-Sheng Hua:50Jiming Liu:24Tao Mei:21
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Publications by Bo Yang (bibliography)
Yang, Bo, Liu, Jiming, Feng, Jianfeng and Liu, Dayou (2008): On Modularity of Social Network Communities: The Spectral Characterization. In: 2008 IEEE / WIC / ACM International Conference on Web Intelligence WI 2008 9-12 December, 2008, Sydney, NSW, Australia. pp. 127-133. Available online
Yang, Bo and Liu, Jiming (2008): Discovering global network communities based on local centralities. In ACM Transactions on the Web, 2 (1) p. 9. Available online
One of the central problems in studying and understanding complex networks, such as online social networks or World Wide Web, is to discover hidden, either physically (e.g., interactions or hyperlinks) or logically (e.g., profiles or semantics) well-defined topological structures. From a practical point of view, a good example of such structures would be so-called network communities. Earlier studies have introduced various formulations as well as methods for the problem of identifying or extracting communities. While each of them has pros and cons as far as the effectiveness and efficiency are concerned, almost none of them has explicitly dealt with the potential relationship between the global topological property of a network and the local property of individual nodes. In order to study this problem, this paper presents a new algorithm, called ICS, which aims to discover natural network communities by inferring from the local information of nodes inherently hidden in networks based on a new centrality, that is, clustering centrality, which is a generalization of eigenvector centrality. As compared with existing methods, our method runs efficiently with a good clustering performance. Additionally, it is insensitive to its built-in parameters and prior knowledge.
© All rights reserved Yang and Liu and/or ACM
Mei, Tao, Yang, Bo, Hua, Xian-Sheng, Yang, Linjun, Yang, Shi-Qiang and Li, Shipeng (2007): VideoReach: an online video recommendation system. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 2007. pp. 767-768. Available online
This paper presents a novel online video recommendation system called VideoReach, which alleviates users' efforts on finding the most relevant videos according to current viewings without a sufficient collection of user profiles as required in traditional recommenders. In this system, video recommendation is formulated as finding a list of relevant videos in terms of multimodal relevance (i.e. textual, visual, and aural relevance) and user click-through. Since different videos have different intra-weights of relevance within an individual modality and inter-weights among different modalities, we adopt relevance feedback to automatically find optimal weights by user click-though, as well as an attention fusion function to fuse multimodal relevance. We use 20 clips as the representative test videos, which are searched by top 10 queries from more than 13k online videos, and report superior performance compared with an existing video site.
© All rights reserved Mei et al. and/or ACM Press
Li, Huan, Qin, Zheng, Yu, Fan, Qin, Jun and Yang, Bo (2007): Automatic Semantic Web Service Composition via Agent Intention Execution in AgentSpeak. In: 2007 IEEE / WIC / ACM International Conference on Web Intelligence WI 2007 2-5 November, 2007, Silicon Valley, CA, USA. pp. 564-567. Available online
Liu, Xueliang, Mei, Tao, Hua, Xian-Sheng, Yang, Bo and Zhou, He-Qin (2007): Video collage. In: Lienhart, Rainer, Prasad, Anand R., Hanjalic, Alan, Choi, Sunghyun, Bailey, Brian P. and Sebe, Nicu (eds.) Proceedings of the 15th International Conference on Multimedia 2007 September 24-29, 2007, Augsburg, Germany. pp. 461-462. Available online
Yang, Bo and Hurson, Ali R. (2005): Cooperative caching for k-NN search in ad hoc networks. In: Herzog, Otthein, Schek, Hans-Jorg and Fuhr, Norbert (eds.) Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management October 31 - November 5, 2005, Bremen, Germany. pp. 333-334. Available online
Li, Yu, Zuo, Meiyun and Yang, Bo (2005): Analysis and design of e-supermarket shopping recommender system. In: Li, Qi and Liang, Ting-Peng (eds.) Proceedings of the 7th International Conference on Electronic Commerce - ICEC 2005 August 15-17, 2005, Xian, China. pp. 777-779. Available online
Yang, Bo, Fu, Hongjiao and Zuo, Meiyun (2005): The integration mechanism of IT outsourcing partnership. In: Li, Qi and Liang, Ting-Peng (eds.) Proceedings of the 7th International Conference on Electronic Commerce - ICEC 2005 August 15-17, 2005, Xian, China. pp. 801-803. Available online
Yang, Bo, Zuo, Meiyun and Yao, Xiantao (2005): A case study of disaster backup outsourcing of SDB and Hi Sun. In: Li, Qi and Liang, Ting-Peng (eds.) Proceedings of the 7th International Conference on Electronic Commerce - ICEC 2005 August 15-17, 2005, Xian, China. pp. 795-797. Available online
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