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Ping Li

 

Publications by Ping Li (bibliography)

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2010
 
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Li, Ping and Konig, Christian (2010): b-Bit minwise hashing. In: Proceedings of the 2010 International Conference on the World Wide Web 2010. pp. 671-680. Available online

This paper establishes the theoretical framework of b-bit minwise hashing. The original minwise hashing method has become a standard technique for estimating set similarity (e.g., resemblance) with applications in information retrieval, data management, computational advertising, etc. By only storing b bits of each hashed value (e.g., b=1 or 2), we gain substantial advantages in terms of storage space. We prove the basic theoretical results and provide an unbiased estimator of the resemblance for any b. We demonstrate that, even in the least favorable scenario, using b=1 may reduce the storage space at least by a factor of 21.3 (or 10.7) compared to b=64 (or b=32), if one is interested in resemblance >0.5.

© All rights reserved Li and Konig and/or their publisher

2007
 
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Zhang, Li, Jia, Qiong and Li, Ping (2007): A Conceptual Structure for Organizational Learning and Organizational Performance. In: Spector, J. Michael, Sampson, Demetrios G., Okamoto, Toshio, Cerri, Stefano A., Ueno, Maomi and Kashihara, Akihiro (eds.) ICALT 2007 - Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies July 18-20, 2007, Niigata, Japan. pp. 41-42. Available online

2005
 
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Hu, Hongli and Li, Ping (2005): Electronic markets and electronic hierarchies in the context of electronic commerce. 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. 810-814. Available online

 
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