PAPERS & PUBLICATIONS

Journal Articles

  • new Yang Song, Lu Zhang, C. Lee Giles, "Automatic Tag Recommendation Algorithms for Social Recommender Systems". ACM Transactions on the Web (TWEB), Association for Computing Machinery, Inc., 2009.
  • new Yang Song, Alek Kolcz, C. Lee Giles, "Better Naive Bayes Classification for High-Precision Spam Detection", accepted. To appear in Journal of Software: Practice and Experience (SPE).
  • Yang Song, C. Lee Giles. "Text Classification by Augmenting Feature Space", submitted for review.
  • Umer Farooq, Yang Song, John M. Carroll and C. Lee Giles. "Social Bookmarking for Scholarly Digital Libraries". IEEE Internet Computing, 29-35, Dec 2007. [pdf]

Conference Papers

  • new Yang Song, Anca Sailer, Hidayatullah Shaikh, "Problem Classification Method to Enhance the ITIL Incident, Problem and Change Management Process", in Proceedings of the 11th IFIP/IEEE International Symposium on Integrated Network Management (IM 2009), June 2009.
  • new Yang Song, Lu Zhang, C. Lee Giles, "A Non-parametric Approach to Pair-wise Dynamic Topic Correlation Detection", in Proceedings of the IEEE International Conference on Data Mining series (ICDM 2008), Pica, Italy [pdf].
    (NSF Student Travel Award Winner)
  • Yang Song, Lu Zhang, C. Lee Giles, "Sparse Gaussian Processes Classification for Fast Tag Recommendation", in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA. October 2008. [pdf]  (CIKM Student Travel Award Winner)
  • Yang Song, C. Lee Giles, "Efficient User Preference Predictions Using Collaborative Filtering", to appear at the 19th International Conference on Pattern Recognition (ICPR 2008), Tampa, Florida, USA. [pdf]
  • Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-chien Lee, C. Lee Giles, "Real-time Automatic Tag Recommendation", to appear at the 31st Annual International ACM SIGIR Conference  (SIGIR 2008) July 2008, Singapore.[pdf]
    (SIGIR Student Travel Award Winner)
  • Farooq, U., Kannampallil, T., Song, Y., Ganoe, C.H., Carroll, J.M., and Giles, C.L. (2007). "Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics." ACM Proceedings of the International GROUP Conference on Supporting Group Work (Sanibel Island, Florida, November 4-7, 2007), In Press. New York, NY: ACM Press. [pdf]
  • Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles, "IKNN: Informative K-Nearest Neighbor Classification", accepted by ECML/PKDD 2007, Warsaw, Poland. [pdf]
  • Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles, "Efficient Topic-based Unsupervised Name  Disambiguation", Proceedings of 2007 ACM/IEEE Joint Conference on Digital Libraries (JCDL 2007), 2007. [pdf]
  • Yang Song, J. Huang, I. G. Councill, J. Li, C. L. Giles, "Generative Models for Name Disambiguation". Accepted by the 16th International World Wide Web Conference (WWW 2007) (Poster). [pdf]
  • Yang Song, Ding Zhou, Jian Huang, Isaac Councill, Hongyuan Zha, C. Lee Giles, "Boosting the Feature Space: Text Categorization for Unstructured Data on the Web", In Proceedings of the Sixth IEEE international Conference on Data Mining, (ICDM 2006). [pdf]
  • J Carroll, U Farooq, C Ganoe, Y Song, I. Councill, and C. L. Giles. "Collaborative search and sensemaking in CiteSeer", Human Computer Interaction Consortium (HCIC 2007), accepted. [pdf]
  • Jian Huang, Seyda Erekia, Yang Song, Hongyuan Zha, C. Lee Giles, "Multi-class Boosting Procedures with K-class Weak Classifiers", accepted by 2007 SIAM Conference on Data Mining (SDM07). [pdf]
  • Li, H., Councill, I.G., Bolelli, L., Zhou, D., Song, Y., Lee, W., Sivasubramaniam, A., & Giles, C.L. (2005) "CiteSeerX - A scalable autonomous scientific digital library". In Proceedings of the First International Conference on Scalable Information Systems (INFOSCALE 06), Hong Kong, China. [pdf]
  • Ding Zhou, Yang Song, Ya Zhang, Hongyuan Zha, "Towards Discovering Organizational Structure from Email Corpus", In proceedings of the 4th IEEE International Conference on Machine Learning and Applications, Los Angeles , CA, U.S.A. 2005 (ICMLA 2005). [pdf]

 

 

 

 

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