智慧出行中的用户行为与交互设计研究综述

丁楠, 曾令斌, 刘念, 胡术, 孙小静

包装工程(设计栏目) ›› 2026, Vol. 47 ›› Issue (10) : 521-534.

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包装工程(设计栏目) ›› 2026, Vol. 47 ›› Issue (10) : 521-534. DOI: 10.19554/j.cnki.1001-3563.2026.10.048
设计智创·“艺术+交通”智慧出行

智慧出行中的用户行为与交互设计研究综述

  • 丁楠1,2, 曾令斌1,*, 刘念3, 胡术1, 孙小静4
作者信息 +

Research Review of User Behavior and Interaction Design in Smart Mobility

  • DING Nan1,2, ZENG Lingbin1,*, LIU Nian3, HU Shu1, SUN Xiaojing4
Author information +
文章历史 +

摘要

目的 系统梳理2010年至2025年智慧出行领域用户行为与交互设计研究的演进路径,揭示设计学在该领域的理论贡献与实践价值。方法 基于Web of Science Core Collection与CNKI数据库,经检索、去重、题录筛选和全文评估后纳入245篇中英文文献。在年度发文统计、高频主题识别与内容编码基础上,构建设计驱动的D-FISMI(Design-driven Framework for Smart Mobility Interaction)分析框架。结果 时序演进呈现三阶段特征,技术探索期(2010年至2017年)侧重自动驾驶基础交互验证;体验聚焦期(2018 年至2020年)转向多模态 HMI/eHMI体验优化;协同智能期(2021年至2025年)关注车路协同、多主体互动与社会技术系统整合。主要议题聚焦四大研究集群,即动态信任构建与用户接受机制;人机界面(HMI)与外部交互界面(eHMI)的多模态评估;复杂场景接管与共享控制策略;AI、VR/AR等技术赋能下的服务拓展与包容性设计。结论 智慧出行交互研究已由技术可用性验证转向以人为中心的社会技术协同,交互设计的角色亦由界面优化延展至关系组织、服务触点建构与系统架构。未来研究需进一步关注跨文化信任设计、复杂场景下的协同交互机制及包容性服务体系构建。

Abstract

The work aims to systematically review the evolutionary trajectory of user behavior and interaction design research in smart mobility from 2010 to 2025, and to clarify the theoretical contributions and practical value of design studies in this field. Based on literature retrieved from the Web of Science Core Collection and CNKI databases, 245 Chinese and English articles were included after database searching, deduplication, title and abstract screening, and full-text assessment. Through annual publication statistics, high-frequency topic identification, and content coding, the D-FISMI (Design-driven Framework for Smart Mobility Interaction) was developed as an analytical framework. The temporal evolution showed three stages. The technology exploration period from 2010 to 2017 focused on basic interaction validation in autonomous driving. The experience-oriented period from 2018 to 2020 shifted toward multimodal HMI/eHMI experience optimization.The collaborative intelligence period from 2021 to 2025 addressed vehicle-infrastructure coordination, multi-actor interaction, and socio-technical system integration. Four major research clusters were identified, including dynamic trust construction and user acceptance mechanisms, multimodal evaluation of human-machine interfaces (HMI) and external human-machine interfaces (eHMI), takeover and shared-control strategies in complex scenarios and service extension and inclusive design enabled by AI, VR/AR, and related technologies. The smart mobility interaction research has shifted from technical usability validation to human-centered socio-technical collaboration, while the role of interaction design has expanded from interface optimization to relationship organization, service touchpoint construction, and system architecture. Future research should further address cross-cultural trust design, collaborative interaction mechanisms in complex scenarios, and the construction of inclusive service systems.

关键词

智慧出行 / 交互设计 / 用户行为 / 人机信任 / 包容性设计

Key words

smart mobility / interaction design / user behavior / human-machine trust / inclusive design

引用本文

导出引用1
丁楠, 曾令斌, 刘念, 胡术, 孙小静. 智慧出行中的用户行为与交互设计研究综述[J]. 包装工程. 2026, 47(10): 521-534 https://doi.org/10.19554/j.cnki.1001-3563.2026.10.048
DING Nan, ZENG Lingbin, LIU Nian, HU Shu, SUN Xiaojing. Research Review of User Behavior and Interaction Design in Smart Mobility[J]. Packaging Engineering. 2026, 47(10): 521-534 https://doi.org/10.19554/j.cnki.1001-3563.2026.10.048
中图分类号: TB472   

参考文献

[1] 黎兰平, 郭修远. 自动驾驶汽车车外人机交互界面设计研究[J]. 包装工程, 2020, 41(2): 57-64.
LI L P, GUO X Y.Design of External Human-Machine Interface for Autonomous Vehicles[J]. Packaging Engineering, 2020, 41(2): 57-64.
[2] 张明, 高嘉蔚. 北京地铁自助售票服务设计策略研究[J]. 包装工程, 2015, 36(12): 69-73.
ZHANG M, GAO J W.Service Design Strategy of Beijing Metro Self-Service Ticketing[J]. Packaging Engineering, 2015, 36(12): 69-73.
[3] 陈建新, 龚婷, 杨婧. 基于启发式评估的老年人智能出行产品交互设计研究[J]. 装饰, 2023(4): 130-132.
CHEN J X, GONG T, YANG J.Interaction Design of Intelligent Travel Products for the Elderly Based on Heuristic Evaluation[J]. Art & Design, 2023(4): 130-132.
[4] 鲁艺, 付佳怡, 任擎东. 基于情景感知的主动交互方法研究——智能座舱中控HMI设计[J]. 艺术设计研究, 2024(6): 74-81.
LU Y, FU J Y, REN Q D.Active Interaction Method Based on Situation Awareness: HMI Design for Intelligent Cockpit Central Control[J]. Art and Design Research, 2024(6): 74-81.
[5] 张广超, 陈益. 基于情境感知的智慧导航服务系统设计研究[J]. 工业设计, 2023(12): 105-108.
ZHANG G C, CHEN Y.Design of Smart Navigation Service System Based on Context Awareness[J]. Industrial Design, 2023(12): 105-108.
[6] 谭浩, 孙家豪, 关岱松, 等. 智能汽车人机交互发展趋势研究[J]. 包装工程, 2019, 40(20): 32-42.
TAN H, SUN J H, GUAN D S, et al.Development Trends of Human-Machine Interaction in Intelligent Vehicles[J]. Packaging Engineering, 2019, 40(20): 32-42.
[7] GHAITH A, MA H M, DING X H.Investigating User Acceptance of Fully Autonomous Vehicles in MENA Region[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2025, 114: 1024-1041.
[8] WAQAR A, ALSHEHRI A H, ALANAZI F, et al.Evaluation of Challenges to the Adoption of Intelligent Transportation System for Urban Smart Mobility[J]. Research in Transportation Business & Management, 2023, 51: 101060.
[9] HUB F, OEHL M, HESSE T, et al.Supporting User Experience of Shared Automated Mobility On-Demand through Novel Virtual Infrastructure: Making the Case for Virtual Stops[J]. International Journal of Human-Computer Studies, 2023, 176: 103043.
[10] XU Z X, CHEN T T, HUANG Z L, et al.Personalizing Driver Agent Using Large Language Models for Driving Safety and Smarter Human-Machine Interactions[J]. IEEE Intelligent Transportation Systems Magazine, 2025, 17(4): 96-111.
[11] TAN H, SUN J, WANG W, ZHU C.User experience & usability of driving: A bibliometric analysis of 2000-2019[J]. International Journal of Human-Computer Interaction, 2021, 37(4): 297-307. DOI: 10.1080/10447318. 2020.1860516.
[12] 谭征宇, 张瑞佛, 刘芝孜, 等. 智能网联汽车人机交互信任研究现状与展望[J]. 机械工程学报, 2024, 60(10): 366-383.
TAN Z Y, ZHANG R F, LIU Z Z, et al.Research Status and Prospect of Human-Machine Interaction Trust in Intelligent Connected Vehicles[J]. Journal of Mechanical Engineering, 2024, 60(10): 366-383.
[13] CHOI J K, JI Y G.Investigating the Importance of Trust on Adopting an Autonomous Vehicle[J]. International Journal of Human-Computer Interaction, 2015, 31(10): 692-702.
[14] HONG J, KIM S, LEE S.Enhancing Passenger-Vehicle Interaction through Multimodal Explanation for Unexpected Behaviors of Fully Autonomous Driving in Non-Driving-Related Tasks[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2025, 109: 1350-1364.
[15] HAGENZIEKER M P, VAN DER KINT S, VISSERS L. Interactions between Cyclists and Automated Vehicles: Results of a Photo Experiment[J]. Journal of Transportation Safety & Security, 2020, 12: 94-115.
[16] 唐立, 卿三东, 徐志刚, 等. 自动驾驶公众接受度研究综述[J]. 交通运输工程学报 2020, 20(2): 131-146.
TANG L, QING S D, XU Z G, et al.Review on public acceptance of autonomous vehicles[J]. Journal of Traffic and Transportation Engineering, 2020, 20(2): 131-146.
[17] Ani A, Xing F, Oroni C Z.Modeling behavioral intentions to adopt autonomous vehicles: A dual SEM-FsQCA approach to trust, technology acceptance, and the moderating role of social influence[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2025, 114: 597-620.
[18] LEE J D, SEE K A.Trust in automation: Designing for appropriate reliance[J]. Human Factors, 2004, 46(1): 50-80. DOI: 10.1518/hfes.46.1.50_30392.
[19] SCHANDL F, FISCHER P, HUDECEK M F C. Predicting Acceptance of Autonomous Shuttle Buses by Personality Profiles: A Latent Profile Analysis[J]. Transportation, 2025, 52: 1015-1038.
[20] ZHANG R F, TAN Z Y, LIN Z M, et al.Exploring the Trust and Behavior of Experienced Advanced Driver Assistance System Drivers: An On-Road Study[J]. Accident Analysis & Prevention, 2025, 217: 108071.
[21] ETMINANI-GHASRODASHTI R, PATEL R K, KERMANSHACHI S, et al.Modeling Users' Adoption of Shared Autonomous Vehicles Employing Actual Ridership Experiences[J]. Transportation Research Record, 2022, 2676(11): 462-478.
[22] ZHU W W, WEI J M.Influence of Information Strategies on Behavioral Intention to Adopt Driverless Vehicles: Based on a Survey Experiment[J]. Energy, 2025, 318: 134842.
[23] BANSAL P, KOCKELMAN K M.Are We Ready to Embrace Connected and Self-Driving Vehicles? A Case Study of Texans[J]. Transportation, 2018, 45(2): 641-675.
[24] HUANG G, PITTS B J.To Inform or to Instruct? An Evaluation of Meaningful Vibrotactile Patterns to Support Automated Vehicle Takeover Performance[J]. IEEE Transactions on Human-Machine Systems, 2023, 53(4): 678-687.
[25] SHI J, WU C, ZHENG H, et al.Toward Hazard or Action? Effects of Directional Vibrotactile Takeover Requests on Takeover Performance in Automated Driving[J]. International Journal of Human-Computer Interaction, 2023, 39(19): 3786-3801.
[26] SHI J, ZHANG W, WEI H, et al.Investigating Looming Tactile Takeover Requests with Various Levels of Urgency in Automated Vehicles[J]. Accident Analysis & Prevention, 2024, 208: 107790.
[27] 姜立军, 张泽权, 李哲林. 自动驾驶接管中的分层振动警示设计研究[J]. 包装工程, 2020(2): 44-49.
JIANG L J, ZHANG Z Q, LI Z L.Layered Vibrotactile Warning Design in Automated Driving Takeover[J]. Packaging Engineering, 2020(2): 44-49.
[28] WU Y, YAO X, DENG F, et al.Effect of Takeover Request Time and Warning Modality on Trust in L3 Automated Driving[J]. Human Factors, 2025, 67(5): 427-444.
[29] 蒋倩妮, 庄想灵, 马国杰. 自动驾驶汽车与行人交互中的沟通界面设计:基于行人过街决策模型的评估[J]. 心理科学进展, 2021, 29(11): 1979-1992.
JIANG Q N, ZHUANG X L, MA G J.Communication Interface Design in Pedestrian Interaction with Autonomous Vehicles: Evaluation Based on the Pedestrian Road-Crossing Decision Model[J]. Advances in Psychological Science, 2021, 29(11): 1979-1992.
[30] 由芳, 谢雨锟, 岳天阳, 等. 基于团队态势感知的汽车HMI评测与设计方法[J]. 图学学报, 2021, 42(6): 1027-1034.
YOU F, XIE Y K, YUE T Y, et al.Vehicle HMI Evaluation and Design Method Based on Team Situation Awareness[J]. Journal of Graphics, 2021, 42(6): 1027-1034.
[31] 金鑫, 李黎萍, 杨逸凡, 等. 基于汽车人机界面评测的中控触屏按键研究[J]. 包装工程, 2021, 42(18): 151-158.
JIN X, LI L P, YANG Y F, et al.Center-Control Touchscreen Button Design Based on Vehicle HMI Evaluation[J]. Packaging Engineering, 2021, 42(18): 151-158.
[32] 吴彦希, 杨随先, 刘行. 汽车语音交互模型及设计策略[J]. 包装工程, 2022, 43(10): 73-79.
WU Y X, YANG S X, LIU X.Vehicle Voice Interaction Model and Design Strategy[J]. Packaging Engineering, 2022, 43(10): 73-79.
[33] 陈子昂, 徐娟芳. 考虑eHMI的行人过街行为研究与决策模型构建[J]. 包装工程, 2023, 44(22): 191-198, 207.
CHEN Z A, XU J F.Pedestrian Crossing Behavior and Decision-Making Model Considering eHMI[J]. Packaging Engineering, 2023, 44(22): 191-198, 207.
[34] 倪颖, 罗曼, 赵东虎. 基于车外人机交互界面eHMI的自动驾驶增强交互策略研究与实验[J/OL]. 中国公路学报, 2026: 1-22.
NI Y, LUO M, ZHAO D H.Research and Experiment on Enhanced Interaction Strategy for Autonomous Driving Based on External Human-Machine Interface[J/OL]. China Journal of Highway and Transport, 2026: 1-22.
[35] LIU H L, HIRAYAMA T.Pre-Instruction for Pedestrians Interacting with Autonomous Vehicles with eHMI: Effects on Their Psychology and Walking Behavior[J]. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(8): 11313-11324.
[36] 曹婷婷, 张海伦, 袁泉. 面向用户体验改善的HMI触控交互测评方法[J]. 汽车工程, 2025, 47(11): 2187-2201.
CAO T T, ZHANG H L, YUAN Q.Evaluation Method of HMI Touch Interaction for Improved User Experience[J]. Automotive Engineering, 2025, 47(11): 2187-2201.
[37] 马舒, 章薇, 史金磊, 杨振. 基于认知机制的有条件自动驾驶接管中的人因问题[J]. 心理科学进展, 2020, 28(1): 150-160.
MA S, ZHANG W, SHI J L, YANG Z.Human Factors in Conditional Automated Driving Takeover Based on Cognitive Mechanisms[J]. Advances in Psychological Science, 2020, 28(1): 150-160.
[38] 郭柏苍, 王胤霖, 谢宪毅, 等. 基于人—车风险状态的人机共驾控制权决策方法[J]. 中国公路学报, 2022, 35(3): 153-165.
GUO B C, WANG Y L, XIE X Y, et al.Decision-Making Method of Human-Machine Co-Driving Control Authority Based on Human-Vehicle Risk State[J]. China Journal of Highway and Transport, 2022, 35(3): 153-165.
[39] 黄炜, 黄起鹏. 人机共驾控制架构与驾驶权决策研究综述[J]. 交通运输工程学报, 2025, 25(1): 48-65.
HUANG W, HUANG Q P.Review of Human-Machine Co-Driving Control Architecture and Driving Authority Decision-Making[J]. Journal of Traffic and Transportation Engineering, 2025, 25(1): 48-65.
[40] KIM Y W, YOON S H.Understanding Drivers' Situation Awareness in Highly Automated Driving Using SAGAT, SART, and Eye-Tracking Data[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2025, 109: 1437-1450.
[41] WU Y, HASEGAWA K, KIHARA K.How to Request Drivers to Prepare for Takeovers during Automated Driving[J]. Transportation Research Part F: Traffic Psychology and Behaviour, 2025, 109: 938-950.
[42] VOGELPOHL T, KÜHN M, HUMMEL T, et al. Asleep at the Automated Wheel—Sleepiness and Fatigue during Highly Automated Driving[J]. Accident Analysis & Prevention, 2019, 126: 70-84.
[43] WANG A, WANG J, SHI W, HE D.Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Signals[J]. Transportation Research Record, 2024, 2678(12): 1183-1196.
[44] 朱媛, 张祖耀. 基于服务场景的智能养老产品交互设计研究[J]. 包装工程, 2019, 40(22): 153-159.
ZHU Y, ZHANG Z Y.Interaction Design of Smart Elderly Care Products Based on Service Scenarios[J]. Packaging Engineering, 2019, 40(22): 153-159.
[45] CHEN Y K, WANG J M, JIA F S, et al.Is Control Necessary for Drivers? Exploring the Influence of Human-Machine Collaboration Modes on Driving Behavior and Subjective Perception under Different Hazard Visibility Scenarios[J]. Accident Analysis & Prevention, 2025, 217: 108067.
[46] YILDIRIM O, PIDEL C, WEST M.Future Mobility Solutions: A Use Case for Understanding How VR Influences User Perception[C]// 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). Piscataway, NJ: IEEE, 2020: 184-187.
[47] 郭会娟, 方平龙, 刘思雅, 杨晟. 基于情境体验的智能停车界面信息可视化设计策略研究[J]. 安徽工业大学学报(社会科学版), 2023, 40(3): 36-39.
GUO H J, FANG P L, LIU S Y, YANG S.Information Visualization Design Strategy of Intelligent Parking Interface Based on Situational Experience[J]. Journal of Anhui University of Technology (Social Sciences), 2023, 40(3): 36-39.
[48] PATEL R K, ETMINANI-GHASRODASHTI R, KERMANSHACHI S.Exploring Preferences towards Integrating Autonomous Vehicles with the Current Microtransit Services: A Disability Focus Group Study[C]// International Conference on Transportation and Development 2021: Transportation Operations, Technologies, and Safety. Reston, VA: American Society of Civil Engineers, 2021: 355-366.
[49] FRABONI F, DE ANGELIS M, PLESNIK D, et al.Human-Automation Interaction in Automated Vehicles: An Innovative HMI Design Approach, the Case of Elderly and Cyclists[C]// STEPHANIDIS C, ed. HCI International 2018 -Posters' Extended Abstracts. Cham: Springer, 2018, 852: 359-366.
[50] 吴超仲, 吴浩然, 吕能超. 人机共驾智能汽车的控制权切换与安全性综述[J]. 交通运输工程学报, 2018, 18(6): 131-141.
WU C Z, WU H R, LYU N C.Review of Control Authority Switching and Safety of Intelligent Vehicles in Human-Machine Co-Driving[J]. Journal of Traffic and Transportation Engineering, 2018, 18(6): 131-141.

基金

2025年重庆市教育委员会高等教育(本科)教学改革研究项目(253137); 2024年重庆市教育委员会高等教育(本科)教学改革研究项目(244064); 重庆市教育委员会人文社会科学研究项目(21SKGH089)

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