Subsequence kernel-based Chinese recommender system

doi:10.1109/ICNC.2010.5584041

IR > 计算机与通信学院

	Subsequence kernel-based Chinese recommender system
	Pang, Shuxia; Li, Rui; Yuan, Zhanting; Zhang, Qiuyu
	2010
会议录名称	Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010
卷号	7
页码	3652-3655
出版者	IEEE Computer Society
摘要	With the rapid growth of Chinese websites in several years, how to get the useful information for users on Chinese websites has become a critic issue. This paper proposes the subsequence kernel-based Chinese recommender system, and subsequence kernel provides a flexible method to make the Chinese recognition easier, which overcomes the weakness of efficiency degrading for large scale users. Subsequence based on Kernel Matrix Factorization (KMF) is used to indicate that a phrase/word occurs contiguously within another phrase, and subsequence to allow the possibility that gaps separate the different characters resulting in a noncontiguous occurrence within the phrase. Experiments show that this method outperforms the others. ©2010 IEEE.
关键词	Factorization Websites Chinese Chinese recognition Kernel matrices Rapid growth Subsequence kernels
DOI	10.1109/ICNC.2010.5584041
收录类别	EI
语种	英语
EI入藏号	20104613375121
EI主题词	Recommender systems
来源库	Compendex
分类代码	723.5 Computer Applications - 921 Mathematics
引用统计	无
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/116138
专题	计算机与通信学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Pang, Shuxia,Li, Rui,Yuan, Zhanting,et al. Subsequence kernel-based Chinese recommender system[C]:IEEE Computer Society,2010:3652-3655.