1. College of Computer Science and Engineering,Northwest Normal University,Lanzhou Gansu 730070, China 2. Department of Science and Technology, Lanzhou Bank, Lanzhou Gansu 730030, China
WANG Zhi-he WANG Ling-yun DANG Hui PAN Li-na. Web clustering based on hybrid probabilistic latent semantic analysis model[J]. Journal of Computer Applications, 2012, 32(11): 3018-3022.
[1]
赵伟,何王廉,陈霞,等.Web日志挖掘中的数据预处理技术研究[J].joca,2003,23(5):62-67.
[2]
詹宇斌.Web日志挖掘相关算法研究[D].长沙:国防科学技术大学,2006.
[3]
石新景,汤小春,闫磊.基于盖然论潜在语义分析的Web使用挖掘[J].微电子学与计算机,2008,28(6):225-229.
[4]
张波,巫莉莉,周敏.基于Web使用挖掘的用户行为分析[J].计算机科学,2006,33(8):213-215.
[5]
俞辉, 景海峰.基于概率潜在语义分析的Web用户聚类[J]. 计算机工程与应用,2008,44(23):160-162.
[6]
DEMPSTER A, LAIRD N, RUBIN D. Maximum likelihood from incomplete data via the EM algorithm[J].Journal of Royal Statistical Society,1977, 39(1):1-38.
[7]
曹玲玲.贝叶斯分类方法的对比研究与改进算法[D].西安:西北大学,2011.
[8]
HOFMANN T. Unsupervised learning by probabilistic latent semantic analysis[J]. Machine Learning Journal,2001,42(1):177-196.
[9]
俞辉.基于PLSA 模型的Web 用户聚类算法研究[J].计算机工程与科学,2008,30(7):30-34.
[10]
XU GUANDONG, ZHANG YANCHUN, ZHOU XIAOFANG.Using probabilistic latent semantic analysis for Web page grouping[C]// RIDESDMA05:15th International Workshop on Research Issues in Data Engineering: Stream Data Mining and Applications. Washington, DC: IEEE Computer Society,2005: 29-36.
[11]
CADEZ I, HECKERMAN D, MEEK C,et al. Modelbased clustering and visualization of navigation patterns on a Web site[J]. Data Mining and Knowledge Discovery, 2003,7(4):399-424.
[12]
盖杰,王怡,武港山.潜在语义分析理论及其应用[J].计算机应用研究,2004,21(3):9-13.