Publications of Xuehua Shen

Selected Publications

• Context-Sensitive Information Retrieval Using Implicit Feedback
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  Proceedings of 2005 ACM Conference on Research and Development on Information Retrieval (SIGIR'2005), pages 43-50, 19% acceptance.
  pdf ppt data set (updated on 09/02/2005)



• Active Feedback in Ad-hoc Information Retrieval
  Xuehua Shen, Chengxiang Zhai
  Proceedings of 2005 ACM Conference on Research and Development on Information Retrieval (SIGIR'2005), pages 59-66, 19% acceptance.
  pdf ppt



• Implicit User Modeling for Personalized Search
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  Proceedings of 2005 ACM Conference on Information and Knowledge Management (CIKM'2005),  pages 824-831, 18% acceptance.
  pdf



• Mining Long-term Search History to Improve Search Accuracy.
  Bin Tan, Xuehua Shen and ChengXiang Zhai.
  Proceedings of 2006 ACM Conference on Knowledge Discovery and Data Mining (SIGKDD'2006), pages 718-723, 23% acceptance.
   pdf



• Discovering Interesting Patterns Through User's Interactive Feedback.
  Dong Xin, Xuehua Shen, Qiaozhu Mei and Jiawei Han.
  Proceedings of 2006 ACM Conference on Knowledge Discovery and Data Mining (SIGKDD'2006), pages 773-778, 23% acceptance.
  pdf



• Cost-conscious Cleaning of Massive RFID Data Set 
  Hector Gonzalez, Jiawei Han and Xuehua Shen
  Proceedings of 2007 IEEE International Conference on Data Engineering (ICDE'2007), 28% acceptance.
  pdf




• Privacy Protection in Personalized Search
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  SIGIR Forum, June 2007, pages 4-17.
  pdf





• Automatic Labeling of Multinomial Topic Model 
  Qiaozhu Mei, Xuehua Shen, and ChengXiang Zhai
  2007 ACM International Conference on Knowledge Discovery and Data Mining (KDD'2007), 8% acceptance rate.
   

Other Publications

• Exploiting Personal Search History to Improve Search Accuracy
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  Proceedings of 2006 ACM Conference on Research and Development on Information Retrieval--Personal Information Management Workshop (PIM'2006)
  pdf



• UCAIR: Capturing and Exploiting Context for Personalized Search
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  Proceedings of 2005 ACM Conference on Research and Development on Information Retrieval--Information Retrieval in Context Workshop (IRiX'2005)
  pdf



• Investigations of Topic Dynamics in Web Search
  Xuehua Shen, Susan Dumais, Eric Horvitz
  Proceedings of 2005 International World Wide Web Conference (WWW'2005), pages 1102-1103.
   WWW05 (poster) MSR Technical Report(longer version,8 Page) ppt



• A Session-Based Search Engine.
  Smitha Sriram, Xuehua Shen, Chengxiang Zhai.
  Proceedings of 2004 ACM Conference on Research and Development on Information Retrieval (SIGIR'2004), pages 492-493.
  pdf ppt



• Active Feedback-- UIUC TREC2003 Experiments.
  Xuehua Shen, Chengxiang Zhai
  Proceedings of 2003 Text REtrieval Conference (TREC'2003).
  pdf ppt



• Exploiting Query History for Document Ranking in Interactive Information Retrieval.
  Xuehua Shen,Chengxiang Zhai.
  Proceedings of 2003 ACM Conference on Research and Development on Information Retrieval (SIGIR'2003), pages 377-378.
  pdf ppt

Demos

• UCAIR Toolbar: A Personalized Search Toolbar
  Xuehua Shen, Bin Tan, Chengxiang Zhai
  Proceedings of 2005 ACM Conference on Research and Development on Information Retrieval (SIGIR'2005)
  pdf



• ACES: A Contextual Engine for Search.
  Xuehua Shen, Smitha Sriram, Chengxiang Zhai.
  Proceedings of 2004 ACM Conference on Research and Development on Information Retrieval (SIGIR/2004).
  pdf

Doctoral Consortium

• User-Centered Adaptive Information Retrieval.
  Xuehua Shen
  Proceedings of 2006 ACM Conference on Research and Development on Information Retrieval (SIGIR'2006).
  pdf

Book Chapters

•  Information Retrieval (Chapter 4)
   Heting Chu, Chulin Meng, and Xuehua Shen
  To appear in Heting Chu and Yin Zhang  (Eds.), Library and Information Science - Series of Research Fronts in the Humanities and Social Sciences in the West. Beijing: Renmin University Press, 2007 (In press).