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DOI:
Journal of Software:2011.22(zk2):120-128

一种移动环境下的用户模型
杜一,田丰,戴国忠,王锋,王宏安
(中国科学院 软件研究所 人机交互技术与智能信息处理实验室,北京 100190; 中国科学院 研究生院 信息科学与工程学院,北京 100190;昆明理工大学 云南省计算机技术应用重点实验室,云南 昆明 650500)
A User Model Based on Mobile Environment
DU Yi,TIAN Feng,DAI Guo-Zhong,WANG Feng,WANG Hong-An
(Intelligence Engineering Laboratory, Institute of Software, The Chinese Academy of Sciences, Beijing 100190, China; School of Information Science and Engineering, Graduate University, The Chinese Academy of Sciences, Beijing 100190, China;Yunnan Provincial Key Laboratory of Computer Application, Kunming University of Science and Technology, Kunming 650500, China)
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Received:July 20, 2011    Revised:December 01, 2011
> 中文摘要: 通过用户模型来指导应用程序的用户界面设计,在智能用户界面的研究中占有重要的地位.当前基于移动设备及移动操作系统的应用程序数量迅速增加,却没有合适的用户模型来指导用户界面的设计与开发.基于此,将智能手机等移动设备的各种软硬件功能及参数综合考虑,以活动理论为基础,给出了一个移动环境下的用户模型——Uniform Mobile User Model (UM2),从模型的静态结构及动态的构建方法两方面对用户模型进行了阐述;并且详细描述了模型构建过程中使用的基于改进VSM 的推理算法;最后通过示例应用及实验初步验证了模型的可行性.该项工作对移动环境下智能用户界面的设计和开发提供模型指导,并可提高人们使用移动设备的效率.
Abstract:It’s very important to help developers design user interface for application in an intelligent user interface. Nowadays, the number of mobile based applications increases greatly, but there are no proper user model to guide the design and development of user interface. This article takes different types of functions and parameters in consideration, and proposes a user model and user modeling method based on activity theory. In addition, this article describes the improved VSM algorithm in detail. Finally, an application and an informal experiment are designed to prove the efficiency of given user model. This work can be used to guide the design and development of mobile user interface under mobile environment.
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基金项目:国家自然科学基金(U0735004); 国家重点基础研究发展计划(973)(2009CB320804) 国家自然科学基金(U0735004); 国家重点基础研究发展计划(973)(2009CB320804)
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杜一,田丰,戴国忠,王锋,王宏安.一种移动环境下的用户模型.软件学报,2011,22(zk2):120-128

DU Yi,TIAN Feng,DAI Guo-Zhong,WANG Feng,WANG Hong-An.A User Model Based on Mobile Environment.Journal of Software,2011,22(zk2):120-128