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Selected Publications: Yun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, and Yi Zhang, iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data, IEEE Transactions on Multimedia, 2009 [online version] Sarah Tyler, Yun Chi, Shenghuo Zhu, Yi Zhang,Ordering Innovators and Laggards for Product Categorization and Recommendation, ACM Recommender Systems, New York, 2009 Yi Zhang, Complex Adaptive Filtering User Profile Using Graphical Models, Journal of Information Processing and Management 44 , pp. 1886-1900 (2008)[pdf] Jonathan Koren, Y. Zhang, and X. Liu. Personalized Interactive Faceted Search. In Proceedings of the 17th International Conference on World Wide Web, Beijing, China (WWW '08) [pdf] Yi Zhang, Jonathan Koren, Efficient Bayesian Hierarchical User Modeling for Recommendation Systems, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, Netherland, (SIGIR 2007) [pdf] Yi Zhang, Wei Xu, Fast Exact Maximum Likelihood Estimation for Mixture of Language Models, In IPM Information Processing and Management Journal. [Source code] Yi Zhang Bayesian Graphical
Models for Adaptive Information Filtering (Ph.D. Dissertation 2005) [pdf] Yun Chi, Shenghuo Zhu, Koji Hino, Yihong Gong, and Yi Zhang, iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data, IEEE Transactions on Multimedia, 2009 [online version] Sarah Tyler, Yun Chi, Shenghuo Zhu, Yi Zhang,Ordering Innovators and Laggards for Product Categorization and Recommendation, to appear in ACM Recommender Systems, New York, 2009 Shawn Wolf, Yi Zhang, User-Centric Multi-Criteria Information Retrieval, to appear in Annual International ACM SIGIR Conference on Research and Development in Information Retrieval as a Poster Paper, Boston, 2009 Sarah Tyler, Yi Zhang, Collaborative Advertising, to appear in Information Retrieval and Advertising Workshop in ACM SIGIR, Boston, 2009 Jesse Kirchner, Justin Nuger and Yi Zhang, An Extensible Crosslinguistic Readability Framework, to appear in Second Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora in;ACL/IJCNLP, Singapore, 2009[pdf] Yun Chi, Shenghuo Zhu, Yihong Gong, Yi Zhang, Probabilistic polyadic factorization and its application to personalized recommendation. ACM 17th Conference on Information and Knowledge Management (CIKM), Napa Valley, 2008 [pdf] Yi Zhang, Complex Adaptive Filtering User Profile Using Graphical Models, Journal of Information Processing and Management 44 , pp. 1886-1900 (2008)[pdf] Yi Zhang, Adaptive Information Filtering, To appear as a book chapter in Text Mining: Theory, Application, and Visualization, Ashok Srivastava (Editor), Mehran Sahami (Editor),Chapman & Hall/Crc Data Mining and Knowledge Discovery Series [book] Jonathan Koren, Y. Zhang, and X. Liu. Personalized Interactive Faceted Search. In Proceedings of the 17th International Conference on World Wide Web, Beijing, China (WWW '08) [pdf] James G. Shanahan, Sihem Amer-Yahia, Diane Kelly, Yi Zhang, Aleksander Kolcz, Abdur Chowdhury: Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008 ACM 2008 [more] Sarah K. Tyler, Yi Zhang: Open Domain Recommendation: Social Networks and Collaborative Filtering. ADMA 2008: 330-341. A longer version will appear in Journal of Frontiers of Computer Science and Technology Qiaozhu Mei, Yi Zhang: Automatic Web Tagging and Person Tagging Using Language Models. ADMA 2008: 741-748 Sung Kim, James Whitehead, Yi Zhang, Classifying Software Changes: Clean or Buggy? IEEE Transaction on Software Engineering, 2008 [more] Jordi Mondria, Thomas
Wu, Yi Zhang, The Determinants of International Investment and Attention
Allocation: Using internet search query data (working paper) [pdf Yi Zhang, Jonathan Koren, Efficient Bayesian Hierarchical User Modeling for Recommendation Systems, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, Netherland, (SIGIR 2007) [pdf] Yi Zhang, Wei Xu, Fast Exact Maximum Likelihood Estimation for Mixture of Language Models, In Proceedings of the 30st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, Netherland, (SIGIR poster 2007) [pdf] A longer version to appear in IPM Information Processing and Management Journal. [Source code] Jonathan Koren, Yi Zhang, Sasha Ames, Carlos Maltzahn, Ethan Miller. Searching and Navigating Petabyte Scale File Systems Based on Facets. In Proceeding of 2007 ACM Petascale Data Storage Workshop (PDSW 07), International Conference for High Performance Computing, Networking, Storage and Analysis (SC07). [pdf]. Zuobing Xu, Ram Akella, Yi Zhang, Incorporating Diversity and Density in Active Learning for Relevance Feedback. In Proceedings of the European Conference on Information Retrieval, Lecture Notes on Computer Science, 2007 [pdf] Erg Philip Zigoris, Yi Zhang Bayesian
Adaptive User Profiling with Explicit & Implicit Feedback, In Proceeding
of ACM International Conference on Information and Knowledge Management
(CIKM) 2006 [pdf] [data] Yi Zhang and Jamie Callan.
"The Bias Problem and Language
Models in Adaptive Filtering." In Proceedings of the 2001 Text REtrieval
Conference. National Yi Zhang and Jamie Callan
"Maximum Likelihood Estimation
for Filtering Thresholds". In Proceedings of the 24st Annual International ACM SIGIR Conference on
Research and Development in Information Retrieval, New Orleans, LA, 2001.
(SIGIR 2001) [pdf]
Data set for learning from implicit and explicit user feedback
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