两种马尔科夫链菜单预测模型建模

被引：6

作者：

陈渝 ^{[1
]}

谢天添 ^{[2
]}

林涛 ^{[2
]}

琚生根 ^{[2
]}

机构：

[1] 四川民族学院

[2] 四川大学计算机学院

来源：

四川大学学报(自然科学版) | 2013年 / 50卷 / 02期

关键词：

菜单项预测; 马尔科夫链; 菜单设计;

D O I：

暂无

中图分类号：

TP311.5 [软件工程]; O211.62 [马尔可夫过程];

学科分类号：

摘要：

软件复杂度的增加,导致菜单项数的激增,从而导致菜单交互过程中视觉搜索时间的增加和认知负荷的加重.论文研究了基于绝对分部的马尔科夫链预测模型(ADMCP)和多阶叠加的马尔科夫链预测模型(SPMCP),在不同Top-N下,对下一个可能选取的菜单项进行预测的预测能力.实验结果表明,ADMCP适用于预测项数Top-N大于5时的菜单项预测,而PSMCP适用于Top-N小于等于5时的菜单项预测.

引用

页码：255 / 260

页数：6

共 13 条

[1]

Effectiveness of menu orientation in Chinese. Heloisa M Shih,et al. Human Factors . 1998

[2]

The Psychology of Menu Selection:Designing Cognitive Control of the Human/Computer Interface. Norman Kent L. . 1991

[3]

Organization of broad computer menu displays. Parking SR,et al. International Journal of Manz machine Studies . 1985

[4]

Impact of screen size onperformance,awareness,and user satisfaction withadaptive graphical user interfaces. Findlater L,McGrenere J. Proceedingsof the SIGCHI Conference on Human Factors inComputing Systems . 2008

[5]

A predictivemodel of menu performance. Cockburn A,Gutwin C,Greenberg S. Proceedings of theSIGCHI conference on Human factors in computing sys-tems . 2007

[6]

Predictive menu selec-tion on a mobile phone. Robert Bridle,Eric McCreath. http://citeseerx.ist.psu.edu/view-doc/summary?doi=10.1.1.89.4061 . 2010

[7] Evaluating collaborative filtering recommender systems [J].

Herlocker, JL ;

Konstan, JA ;

Terveen, K ;

Riedl, JT .

ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2004, 22 (01) :5-53

[8]

Ephem-eral adaptation:the use of gradual onset to improvemenu selection performance. Findlater L,Moffatt K,McGrenere J,et al. Proceedings of the27th international conference on Human factors incomputing systems . 2009

[9]

Minimizing user search time in menu retrieval systems. Lee, E,J MacGregor. Human Factors: The Journal of the Human Factors and Ergonomics Society . 1985

[10]

On frequency-based menu-splitting algorithms. Witten,I.,Cleary,J. Int. J. Man-Machine Stud . 1984

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