基于遗传算法的老年人APP用户体验优化设计方法

doi:10.3969/j.issn.1007-7375.2018.03.012

摘要/Abstract

摘要： 为了提高老年人智能手机APP的用户体验，提出基于遗传算法的老年人APP用户体验优化设计方法。首先采用文献研究法和焦点小组法确定老年人APP的设计模式，并基于正交设计原则设计APP的试验样本，接着建立用户体验评价体系，运用层次分析法确定评价指标的权重，再由数量化理论Ⅰ建立APP设计模式与用户体验之间的量化关系，最后运用遗传算法得到最优设计方案。本文以老年人移动支付APP为例进行研究，结果表明所提出的方法能够有效地对老年人APP的用户体验进行优化设计。

关键词: 用户体验, 遗传算法, 数量化理论Ⅰ, 层次分析法, 老年人APP

Abstract: In order to improve the user experience (UX) of the smartphone application (APP) for the elderly, an optimization design method for APP UX of the elderly based on genetic algorithms is proposed. Firstly, literature research and focus group are employed to determine the design patterns of the elderly APP, and APP experimental samples are designed on the basis of the orthogonal design principles. Subsequently, a UX evaluation system is established, and analytic hierarchy process is used to determine the weights of UX evaluation criteria. After that, quantitative relationship between APP design patterns and users experience is built by using quantification theory type 1. Finally, genetic algorithm is adopted to obtain an optimal design solution. The mobile pay APP for the elderly is used as a case study, and the results suggest that the proposed method can effectively optimize the design for UX of the elderly APP.

Key words: user experience, genetic algorithm, quantification theory type 1, analytic hierarchy process, elderly APP

中图分类号:

TB472

李永锋, 周俊, 朱丽萍. 基于遗传算法的老年人APP用户体验优化设计方法[J]. 工业工程, 2018, 21(3): 93-99,108.

LI Yongfeng, ZHOU Jun, ZHU Liping. An Optimization Design Method for APP User Experience of the Elderly Based on Genetic Algorithm[J]. Industrial Engineering Journal , 2018, 21(3): 93-99,108.

参考文献

[1] 刘程程, 张凌浩. 移动互联网时代手机服务型APP产品设计研究[J]. 包装工程, 2011, 32(12):68-71. LIU Chengcheng, ZHANG Linghao. Research on mobile phone service application products in mobile internet[J]. Packaging Engineering, 2011, 32(12):68-71.
[2] 郭伏, 陈德阳, 操雅琴, 等. 面向中老年用户的网页设计方法研究——从用户体验的角度[J]. 工业工程与管理, 2013, 18(1):94-99. GUO Fu, CHEN Deyang, CAO Yaqin, et al. The research of Web design for the middle-aged and the elderly-from the perspective of the user experience[J]. Industrial Engineering and Management, 2013, 18(1):94-99.
[3] 杨志. 针对老年人的文字、色彩及版式设计研究述评[J]. 装饰, 2012(5):86-87. YANG Zhi. Research summary on character, color and layout design for the elders[J]. ZHUANG SHI, 2012(5):86-87.
[4] 侍伟伟, 李永锋. 基于层次分析法的老年人APP设计研究[J]. 包装工程, 2017, 38(8):126-131. SHI Weiwei, LI Yongfeng. APP desingn for the elder based on AHP[J]. Packaging Engineering, 2017, 38(8):126-131.
[5] 王日君, 张进生, 葛培琪, 等. 面向设计的产品模块划分方法[J]. 武汉理工大学学报, 2010, 40(1):174-178. WANG RiJun, ZHANG Jinsheng, GE Peiqi, et al. Module partition method for product design[J]. Journal of Wuhan University of Technology, 2010, 40(1):174-178.
[6] 苏建宁, 王鹏, 张书涛, 等. 产品意象造型设计关键技术研究进展[J]. 机械设计, 2013, 30(1):97-100. Su Jianning, WANG Peng, ZHANG Shutao, et al. Review of key technologies of product image stying design[J]. Journal of Machine Design, 2013, 30(1):97-100.
[7] 徐江, 孙守迁, 张克俊. 基于遗传算法的产品意象造型优化设计[J]. 机械工程学报, 2007, 43(4):53-58. XU Jiang, SUN Shouqian, ZHANG KeJun. Product image form optimization design based on genetical gorithm[J]. Chinese Journal of Mechanical Engineering, 2007, 43(4):53-58.
[8] FU G, WEI L L, CAO Y, et al. Optimization design of a webpage based on kansei engineering[J]. Human Factors & Ergonomics in Manufacturing & Service Industries, 2016, 26(1):110-126.
[9] 丁一, 郭伏, 胡名彩, 等. 用户体验国内外研究综述[J]. 工业工程与管理, 2014, 19(4):92-97. DING Yi, GUO Fu, HU Mingcai, et al. A review of user experience[J]. Industrial Engineering and Management, 2014, 19(4):92-97.
[10] PARK J, HAN S H, KIM H K, et al. Modeling user experience:a case study on a mobile device[J]. International Journal of Industrial Ergonomics, 2013, 43(2):187-196.
[11] AHMED S, ASHRAF G. Model-based user interface engineering with design patterns[J]. Journal of Systems & Software, 2007, 80(8):1408-1422.
[12] 李永锋. 基于数量化理论Ⅰ的产品意象造型设计研究[J]. 机械设计, 2010, 27(4):40-43. LI Yongfeng. Research on product image from design based on quantification theory type I[J]. Journal of Machine Design, 2010, 27(4):40-43.
[13] 李明珠, 何灿群, 卢章平, 等. 基于数量化理论Ⅰ类的汽车意象造型设计研究[J]. 机械设计, 2016, 33(4):105-108. LI Mingzhu, HE Canqun, LU Zhangping, et al. Research on car image modeling design based on quantification theory type I[J]. Journal of Machine Design, 2016, 33(4):105-108.
[14] 雷英杰, 张善文. MATLAB遗传算法工具箱及应用[M]. 西安:西安电子科技大学出版社, 2014. LEI Yingjie, ZHANG Shanwen. MATLAB genetic algorithm toolbox and its application[M]. Xian:Xidian University Press, 2014.
[15] PARK W, HAN S H, KANG S, et al. A factor combination approach to developing style guides for mobile phone user interface[J]. International Journal of Industrial Ergonomics, 2011, 41(5):536-545.
[16] HSIAO S W, KO Y C. A study on bicycle appearance preference by using FCE and FAHP[J]. International Journal of Industrial Ergonomics, 2013, 43(4):264-273.
[17] KOKANGÜL A, POLAT U, DAĞSUYU C. A new approximation for risk assessment using the AHP and Fine Kinney methodologies[J]. Safety Science, 2017, 91:24-32.
[18] NILSSON E G. Design patterns for user interface for mobile applications[J]. Advances in Engineering Software, 2009, 40(12):1318-1328.
[19] NEIL T. Mobile Design Pattern Gallery:UI Patterns for Smartphone Apps[M]. Sebastopol, CA:O'Reilly Media, Inc, 2014.
[20] NUDELMAN G. Android Design Patterns:Interaction Design Solutions for Developers[M]. Indianapolis:John Wiley & Sons, 2013.
[21] SRĐEVIĆ B, PIPAN M, MELO P, et al. Analytic hierarchy process-based group assessment of quality-in-use model characteristics[J]. Universal Access in the Information Society, 2016, 15(3):473-483.