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	Mining personalization interest and navigation patterns on portal
	Wu, Jing ; Zhang, Pin ; Xiong, Zhang ; Sheng, Hao
	2007
关键词	portal interest behavior implicit interest elicitation hidden Markov Model (HMM) navigation patterns
英文摘要	Personalization services pose new challenges to interest mining on Portal. Capturing the surfing behaviors of users implicitly and mining interest navigation patterns are the top demanding tasks. Based on the analysis of mapping the personalization interest behaviors on Portal, a novel Portal-independent mechanism of interest elicitation with privacy protection is proposed, which implements both the implicit extraction of diverse behaviors and their semantic analysis. Moreover, we present a hidden Markov model extension with personalization interest description of Portal to form interest navigation patterns for different users. Then experiments have been carried out in order to validate the proposed approaches.; Computer Science, Artificial Intelligence; CPCI-S(ISTP); 0
语种	英语
内容类型	其他
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/388195]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Wu, Jing,Zhang, Pin,Xiong, Zhang,et al. Mining personalization interest and navigation patterns on portal. 2007-01-01.

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