基于数据挖掘的残疾人网络个性化用户建模系统 ][Data Mining Based User Modeling Systems for Web Personalization Applied to People with Disabilities]

基于数据挖掘的残疾人网络个性化用户建模系统 Data Mining Based User Modeling Systems for Web Personalization Applied to People with Disabilities


课程网址:	http://videolectures.net/nips09_arbelaitz_dmb/
主讲教师:	Olatz Arbelaitz
开课单位:	巴斯克国家大学
开课时间:	2010-01-19
课程语种:	英语
中文简介:	该立场文件解决了使用机器学习技术对用户行为进行建模的自动Web个性化问题。目标人群是具有身体，感觉或认知限制的人。在本文中，我们提出了研究使用从Web导航日志中提取的信息通过数据挖掘方法创建用户模型的可能性的计划。我们讨论了与传统方法相比，采用数据挖掘生成用户信息的预期优势。。
课程简介:	This position paper tackles the problem of automatic web personalization using machine learning techniques to model the users' behavior. The target population is people with physical, sensory or cognitive restrictions. In this paper we present our plans to study the possibility of creating user models using the information extracted from web navigation logs by means of data mining methods. We discuss the expected advantages of adopting data mining to generate information about the user, in comparison with traditional methods.
关键词:	机器学习; 自动Web; 数据挖掘
课程来源:	视频讲座网
最后编审:	2019-09-06：lxf
阅读次数:	21

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