YongHong Tian
Joint Research & Development Lab for Advanced Computer and Communication Technologies
Institute of Computing Technology
Chinese Academy of Sciences
mailto:yhtian@jdl.ac.cn

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Publications

Degree Papers
Master thesis: YongHong Tian, The Research of Distributed Decision Support System Based on Data Warehouse and its Application, Computer Science Department, University of Electronic Science & Technology of China, Jun. 2000 (In Chinese) [pdf]. PhD thesis: YongHong Tian, Research on Context-Based Statistical Relational Learning, Institute of Computing Technology, Chinese Academy of Sciences (In Chinese). [pdf][Presentation]. (For the e-version of the thesis, please e-mail to me: yhtian@jdl.ac.cn). Note: The summary of my Ph.D thesis has been published in AI Communications (See below).
International Journal Papers
YongHong Tian. Context-Based Statistical Relational Learning. AI Communications, 19(3), 2006, 291-293. [SCI].[pdf][link] YongHong Tian, Tiejun Huang, Wen Gao. Latent Linkage Semantic Kernels for Collective Classification of Link Data. Journal of Intelligent Information Systems, 26(3), May 2006, 269-301[SCI]. [pdf] [link] YongHong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling and Wen Gao, Learning contextual dependency network models for link-based classification. IEEE Transaction on Knowledge and Data Engineering, 18(11), Nov 2006, 1482-1496 [SCI]. [pdf] YongHong Tian, Tiejun Huang, Wen Gao. Two-phase Web site classification based on Hidden Markov Tree models. International Journal: Web Intelligence and Agent System, 4(2), 2004, 249-264 [EI].[pdf] Wen Gao, Qiang Yang, Tiejun Huang, YongHong Tian. Vlogging: A Survey of Video Blogging Technology on the Web. Submitted to ACM Computing Survey. (Note: Tian is the writer and corresponding author) [pdf] YongHong Tian, Tiejun Huang, Wen Gao. Exploiting multi-context analysis in semantic image classification. Journal of Zhejiang University SCIENCE, 2005 6A(11):1268-1283 [EI]. [pdf][link] Tiejun Huang, YongHong Tian, ChunLi Wang, XiaoDong Shi, Wen Gao. Towards a multilingual, multimedia and multimodal digital library platform. Journal of Zhejiang University SCIENCE, 2005 6A(11):1188-1192 [EI]. [pdf][link] Yue Wu, YongHong Tian, WanLei Zhou, The Development of A Mobile Decision Support System, In: Journal of Interconnection Network, Special Issue on Network-Based Parallel Computing, Sep. 2001, Vol. 2(3). Also appeared in the proceedings of 4th International Conference on Algorithms and Architectures for Parallel Processing, HongKong, P.R. China, Dec. 2000 [EI].[pdf][link]
National Journal Papers
YongHong Tian, Tiejun Huang, Wen Gao. The Influence Model of Online Social Interactions and its Learning Algorithms. Chinese Journal of Computers, Vol. 28, No. 7, Jul 2003 [EI]. [pdf] YongHong Tian, Tiejun Huang, Wen Gao. A Web Site Representation and Mining Algorithm Using the Multiscale Tree Model. Chinese Journal of Software, Vol. 15, No. 9, Sep, 2004 (In Chinese) [EI]. [pdf][link] PingBo Kang, YongHong Tian, Tiejun Huang. Design and Implementation of Intellectual Internet Robot. Computer Engineering, Vol.30 No.4, 2004 P.88-89, 92. (In Chinese) [EI]. Yue Wu, MingTian zhou, YongHong Tian, The Object-Subject Model and its Application in Mobile Decision-Making Technology for Multiple Information Sources, Journal of Computer Science, P.R. China. Vol.29 No.5, 2002 (In Chinese). [pdf]
Conference Papers
YongHong Tian, Tiejun Huang, Wen Gao. Robust Collective Classification with Contextual Dependency Network Models. In Proceedings of International Conference on Advanced Data Mining and Applications, Aug. 2006, Xi’an, China, Lecture Notes in Artificial Intelligence, Springer [SCI]. [PDF] YongHong Tian, Wen Gao, Tie-Jun Huang. Context-Based Classification for Link Data. In Proceedings of International Conference on Web-Based Learning, 233-240, Aug.2004, Beijing,China. Lecture Notes in Computer Science 3143, Springer [SCI].[pdf][link] YongHong Tian, Tiejun Huang, Wen Gao, Jun Cheng, PingBo Kang, Two-Phase Web Site Classification Based on Hidden Markov Tree Models, In Proceedings of the IEEE/WIC International Conference of Web Intelligence (WIC 2003), Halifax, Canada, Oct. 2003 [EI]. [pdf] [link] YongHong Tian, Tiejun Huang, Wen Gao, A Web Site Mining Algorithm Using the Multiscale Tree Representation Model, In Proceedings of the WEBKDD'03 workshop of the ACM KDD-2003 conference, Washington DC, U.S.A, Aug, 2003.[pdf][link] YongHong Tian, Tiejun Huang, Wen Gao, Incremental Learning for Interaction Dynamics with the Influence Model, In Proceedings of the LINKKDD'03 workshop of the ACM KDD-2003 conference, Washington DC, U.S.A, Aug, 2003.[pdf][link] YongHong Tian, Tiejun Huang, Wen Gao, Quantitatively Evaluating the Influence of Online Social Interactions in the Digital Library, In Proceedings of the IEEE/ACM Joint Conference of Digital Library, Portland, USA, Jul. 2002 [EI].[pdf][link] YongHong Tian, Tiejun Huang, Wen Gao, Algorithms of Integrated Student Modeling in Online Virtual Educational Community, In Proceedings of the 3rd International Conference of Info-tech & Info-net, Beijing, P.R. China, Oct, 2001. [pdf][link] YongHong Tian, Tiejun Huang, Wen Gao, Modeling and Designing Personalized Knowledge Search & Recommendation System Based on XML and Mobile Agent Technology, In Proceedings of the Chinese XML 2000 Conference, Beijing, P.R. China, Dec. 2000(In Chinese). [pdf] YongHong Tian, Yue Wu, Hui Zhong Qiu, Mobile Decision Support System Model Based on Data Warehouse & Agent Technologies, In Proceedings of the Chinese National Database Annual Conference, Baoding, Heibei Province, P.R. China, Sep. 2000(In Chinese). [pdf] Chong Huang, Yonghong Tian, Tiejun Huang, and Wen Gao. Scoring based on Small-World Phenomenon for Feature Selection in Text Mining. In Proceedings of International Conference on Advanced Data Mining and Applications, Aug. 2006, Xi’an, P.R. China, Lecture Notes in Artificial Intelligence, Springer. [SCI]. Kai Song, Yonghong Tian, Tiejun Huang, and Wen Gao. Diversifying the Image Retrieval Results. In Proceedings of ACM Multimedia 2006, Oct., 2006, Santa Barbara, CA. Chong Huang, Yonghong Tian, Tiejun Huang, Charles X. Ling, and Zhi Zhou. Extracting Keyphrase using Semantic Network Analysis. In Proceedings of 2006 IEEE International Conference on Data Mining, Dec. 2006, Hong Kong. Kai Song, Yonghong Tian, and Tiejun Huang. Improving the Image Retrieval Results via Topic Coverage Map. In Proceedings of 2006 Pacific-Rim Conference on Multimedia, Nov., 2006, Hangzhou, P.R. China, Lecture Notes in Computer Science, Springer, 194-201. Pingbo Kang, YongHong Tian, Tiejun Huang, The Design and Implementation of Digital Library Resource Management System Based on Topic Map, In Proceedings of 1st International Conference on Universal Digital Library (ICUDL2005), Hangzhou, China, 2005.
Presentations
YongHong Tian, On Context-Based Analysis and Learning for Multimedia Semantic Indexing, Proposal of Doctorial Dissertation (In Chinese).[pdf][ppt]
------------------------------------------------------------------------------------------------------------------- The link to my page in DBLP Bibliography Server.