目的 为提升自动驾驶公交的用户体验,基于改进Kano-AHP模型和可供性理论深入分析用户需求,得出促成可供性体验的设计要素,从而提高产品的可用性与易用性。方法 首先通过问卷调查和用户访谈获取用户需求的初始描述,并借助功能、认知、物理、感官和情感可供性5种分类归纳提取设计要素;其次,运用改进的Kano模型对设计要素进行量化处理和筛选,借助层次分析法确定各设计要素的重要性排序;最后,将符合用户心理预期的设计要素转化为具体的设计策略模型,并应用于设计实践中。结论 将改进Kano模型、层次分析法与可供性理论相结合,能够有效探讨促进用户乘车可供性体验的设计策略,并为自动驾驶公交车的用户体验优化提供了有益的设计参考和理论依据。
Abstract
To improve the user experience of autonomous buses, the work aims to analyze user needs based on the improved Kano-AHP model and affordance theory, and derive design elements contributing to the availability experience to improve the usability and ease of use of the product. The initial description of user needs was obtained through questionnaires and user interviews, and design elements were summarized and extracted into five categories: functional, cognitive, physical, sensory, and emotional availability. The improved Kano model was employed to quantify and filter the design elements, while hierarchical analysis was used to determine the importance ranking of each element. Finally, the design elements in align with users' psychological expectations were translated into specific design strategy models and applied in practice. In conclusion, the improved Kano model, hierarchical analysis, and affordance theory can be integrated to explore the design strategies for enhancing the user experience of ride availability, providing valuable design references and theoretical foundations for optimizing the user experience of autonomous buses.
关键词
层次分析法 /
改进Kano模型 /
可供性理论 /
自动驾驶公交车 /
用户体验
Key words
analytic hierarchy process /
improved Kano model /
affordance theory /
autonomous bus /
user experience
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参考文献
[1] CHINEN K, SUN Y, MATSUMOTO M, et al.Towards a Sustainable Society through Emerging Mobility Services: A Case of Autonomous Buses[J]. Sustainability, 2020, 12(21): 9170.
[2] RAJ A, KUMAR J A, BANSAL P.A Multicriteria Decision Making Approach to Study Barriers to the Adoption of Autonomous Vehicles[J]. Transportation Research Part A: Policy and Practice, 2020, 133: 122-137.
[3] NORMAN D.The Design of Everyday Things[M]. München: Vahlen, 2016.
[4] DEVECI M, PAMUCAR D, GOKASAR I, et al.Autonomous Bus Operation Alternatives in Urban Areas Using Fuzzy Dombi-Bonferroni Operator Based Decision Making Model[C]// IEEE Transactions on Intelligent Transportation Systems. IEEE, 2022: 15714-15723.
[5] PAKUSCH C, BOSSAUER P, SHAKOOR M, et al.Using, Sharing, and Owning Smart Cars-a Future Scenario Analysis Taking General Socio-Technical Trends into Account[C]// Proceedings of the 13th International Joint Conference on e-Business and Telecommunications. Lisbon, Portugal. SCITEPRESS-Science and Technology Publications, 2016: 19-30.
[6] PADDEU D, PARKHURST G, SHERGOLD I.Passenger Comfort and Trust on First-Time Use of a Shared Autonomous Shuttle Vehicle[J]. Transportation Research Part C: Emerging Technologies, 2020, 115: 102604.
[7] CAI L H, YUEN K F, WANG X Q.Explore Public Acceptance of Autonomous Buses: An Integrated Model of UTAUT, TTF and Trust[J]. Travel Behaviour and Society, 2023, 31: 120-130.
[8] ROSELL J, ALLEN J.Test-Riding the Driverless Bus: Determinants of Satisfaction and Reuse Intention in Eight Test-Track Locations[J]. Transportation Research Part A: Policy and Practice, 2020, 140: 166-189.
[9] WU L L, YIN G D.The Color Design of Driverless Bus Based on Kansei Engineering[C]// Human Systems Engineering and Design II. Cham: Springer, 2020: 347-353.
[10] KIM M, HEO J, LEE J.In-Vehicle Information Design to Enhance the Experience of Passengers in Autonomous Public Buses[C]// HCI in Mobility, Transport, and Automotive Systems. Cham: Springer, 2021: 408-424.
[11] RAUBAL M, MORATZ R.A Functional Model for Affordance-Based Agents[C]// Towards Affordance-Based Robot Control. Berlin, Heidelberg: Springer, 2008: 91-105.
[12] HARTSON R. Cognitive, Physical, Sensory, and Functional Affordances in Interaction Design[J]. Behaviour & Information Technology, 2003, 22(5): 315-338.
[13] 姜少飞, 周升铭, 李吉泉, 等. 基于物-场可供性模型提升产品设计质量的研究[J]. 机械工程学报, 2016, 52(15): 128-138.
JIANG S F, ZHOU S M, LI J Q, et al.Enhancing the Quality of Product Design Based on Substance-Field Affordance Model[J]. Journal of Mechanical Engineering, 2016, 52(15): 128-138.
[14] 余森林, 王苏影. 可供性视角下多功能便携式野餐箱设计研究[J]. 包装工程, 2022, 43(20): 237-246.
YU S L, WANG S Y.Design of Multifunctional Portable Picnic Box from the Perspective of Affordance[J]. Packaging Engineering, 2022, 43(20): 237-246.
[15] 白仲航, 邢丽, 赵芳华. 从可供性视角看待情感三层次理论在产品设计中的应用[J]. 包装工程, 2020, 41(22): 21-26.
BAI Z H, XING L, ZHAO F H.Application of the Emotional Hierarchy Theory in Product Design from the Perspective of Affordance[J]. Packaging Engineering, 2020, 41(22): 21-26.
[16] KANO N, SERAKU N, TAKAHASHI F, et al.Attractive Quality and Must-Be Quality[J]. Journal of the Japanese Society for Quality Control, 1984, 14: 39-48.
[17] JIANG Q L, WANG Z, SUN J.Investigating Quality Factors of Interactive Fitness Games Based on Kano Model[J]. Kybernetes, 2024, 53(12): 5626-5647.
[18] YANG L, WANG T X, ZHANG R M, et al.Evaluation and Application of Intelligent Rice Cooker Design Based on Fuzzy Analytic Hierarchy Process[J]. Journal of Machine Design, 2019, 36(4): 129-133.
[19] 邴媛, 张建敏. 基于Kano模型与层次分析法的农机造型设计研究[J]. 机械设计, 2022, 39(4): 149-155.
BING Y, ZHANG J M.Research on Modeling Design of Agricultural Machinery Based on Kano Model and AHP[J]. Journal of Machine Design, 2022, 39(4): 149-155.
[20] 杨静. 基于KANO-AHP模型的陕西汉唐旅游纪念品需求指标评价[J]. 包装工程, 2017, 38(4): 239-247.
YANG J.Evaluation on Demand Indexes of Tourist Souvenirs at Shaanxi Han Tang Scenic Spot Based on KANO-AHP Model[J]. Packaging Engineering, 2017, 38(4): 239-247.
[21] 钟光明, 张粤晖, 傅晓怡, 等. 基于KANO-AHP的可成长性儿童坐具设计研究[J]. 包装工程, 2023, 44(14): 118-126.
ZHONG G M, ZHANG Y H, FU X Y, et al.Design of Growth-Oriented Children's Seats Based on KANO-AHP Method[J]. Packaging Engineering, 2023, 44(14): 118-126.
[22] MATZLER K, HINTERHUBER H H.How to Make Product Development Projects More Successful by Integrating Kano's Model of Customer Satisfaction into Quality Function Deployment[J]. Technovation, 1998, 18(1): 25-38.
[23] LEE Y C, HU H Y, YEN T M, et al.Kano's Model and Decision Making Trial and Evaluation Laboratory Applied to Order Winners and Qualifiers Improvement: A Study of the Computer Industry[J]. Information Technology Journal, 2008, 7(5): 702-714.
[24] KANO D N. Life Cycle and Creation of Attractive Quality[EB/OL]. (2003-11-15)[2025-05-12]. https://www.semanticscholar.org/paper/Life-Cycle-and-Creation-of-Attractive-Quality-Kano/488788f1b49e92ee9ffb3bae6164c24374e1b2e4.