人工智能认知具身化交互要素分析与设计策略研究

韩志鹏, 徐娟芳, 李东骏, 黄珂

包装工程(设计栏目) ›› 2026, Vol. 47 ›› Issue (10) : 244-252.

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包装工程(设计栏目) ›› 2026, Vol. 47 ›› Issue (10) : 244-252. DOI: 10.19554/j.cnki.1001-3563.2026.10.022
设计研讨

人工智能认知具身化交互要素分析与设计策略研究

  • 韩志鹏, 徐娟芳*, 李东骏, 黄珂
作者信息 +

Analysis and Design Strategies of Embodied Interactive Elements in Artificial Intelligence Cognition

  • HAN Zhipeng, XU Juanfang*, LI Dongjun, HUANG Ke
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摘要

目的 探索能够与人类具身认知有效链接,适应复杂多变的具身情境的人工智能认知具身化的设计策略。方法 以具身认知、具身交互理论和意向性理论为基础,建立具身认知与具身智能的理论关联。结合具体设计案例,对比一般人机交互与人工智能认知具身化交互逻辑,明确以“目的”为核心的交互要素并分析其对于具身智能设计的影响,构建人工智能认知具身化的层次框架并提出交互设计策略。结论 人工智能认知具身化的设计,不仅是将具身智能的认知过程显化为具身的“感知-行为”内容,而且也要能够自然地映射到用户的心智模型当中,实现双方“目的”认知的对齐。在设计实践中,依据“感知-认知-行为”的设计思路,首先需要根据设计的目标情境要素对具身智能的形象和功能作出初步规划以实现情境感知的融通;其次,通过对目标用户的考察将具身智能的认知思维映射为符合目标用户心智模型的交互逻辑;最后,选取合适的媒介完成行为内容的具体设计以实现交互手段的协同。

Abstract

The work aims to explore design strategies for the embodied cognition of artificial intelligence that can effectively link with human embodied cognition and adapt to complex and dynamic embodied situations. Grounded in embodied cognition, interaction theory and intentionality, the theoretical correlation between embodied cognition and embodied intelligence was established. Combined with specific design cases, the interaction logic between the general human-computer interaction and the embodied interaction of artificial intelligence cognition was compared, identifying the "purpose-centered" key interaction elements and analyzing their impacts on embodied intelligence design. Then, a hierarchical framework for the embodied cognition of artificial intelligence was constructed, and corresponding interaction design strategies were proposed. The design of artificial intelligence cognitive embodiment not only externalizes the cognitive process of embodied intelligence into embodied "perception-action" content, but also enables it to be naturally mapped to the user's mental model, so as to achieve the alignment of "purpose" cognition between both parties. In design practice, following the design logic of "perception-cognition-action", firstly, the appearance and functions of embodied intelligence should be preliminarily planned according to the situational elements of the design goal, so as to realize the integration of situational perception. Secondly, through investigation of target users, the cognitive thinking of embodied intelligence should be mapped into interaction logic conforming to their mental models. Finally, appropriate media should be selected to complete the concrete design of behavioral content for the coordination of interactive means.

关键词

人工智能 / 具身智能 / 具身认知 / 交互设计要素 / 设计策略

Key words

artificial intelligence (AI) / embodied intelligence / embodied cognition / interaction design elements / design strategy

引用本文

导出引用1
韩志鹏, 徐娟芳, 李东骏, 黄珂. 人工智能认知具身化交互要素分析与设计策略研究[J]. 包装工程. 2026, 47(10): 244-252 https://doi.org/10.19554/j.cnki.1001-3563.2026.10.022
HAN Zhipeng, XU Juanfang, LI Dongjun, HUANG Ke. Analysis and Design Strategies of Embodied Interactive Elements in Artificial Intelligence Cognition[J]. Packaging Engineering. 2026, 47(10): 244-252 https://doi.org/10.19554/j.cnki.1001-3563.2026.10.022
中图分类号: TB482   

参考文献

[1] 中国信息通信研究院. 具身智能发展报告, 202405 [R]. 北京: 北京人形机器人创新有限公司, 2024.
China Academy of Information and Communications Technology. Report on the Development of Embodied Intelligence, 202405[R]. Beijing: Beijing Humanoid Robot Innovation Co., Ltd., 2024.
[2] 刘华平, 郭迪, 孙富春, 等. 基于形态的具身智能研究: 历史回顾与前沿进展[J]. 自动化学报, 2023, 49(6): 1131-1154.
LIU H P, GUO D, SUN F C, et al.Research on Form based Embodied Intelligence: Historical Review and Frontier Progress[J]. Journal of Automation, 2023, 49(6): 1131-1154.
[3] LI F F, KRISHNA R.Searching for computer vision north stars[J]. Daedalus, 2022, 151(2): 85-99.
[4] VARELA F J, THOMPSON E, ROSCH E.The embodied mind, revised edition: Cognitive science and human experience[M]. Cambridge: MIT Press, 2017.
[5] 叶浩生. 具身心智与具身的教育[J]. 教育研究, 2023, 44(3): 32-41.
YE H S.Embodied Mind and Embodied Education[J]. Educational Research, 2023, 44(3): 32-41.
[6] BEHROUZ A, ZHONG P, MIRRONKNI V. Titans: Learning to Memorize at Test Time[EB/OL]. (2024-10-12) [2025-10-17]. https://arxiv.org/abs/2501.00663.
[7] 徐献军. 人工智能的极限与未来[J]. 自然辩证法通讯, 2018, 40(1): 27-32.
XU X J.The Limits and Future of Artificial Intelligence[J]. Dialectics of Nature Newsletter, 2018, 40(1): 27-32.
[8] FLORIDI L.AI as Agency without Intelligence: On Artificial Intelligence as a New Form of Artificial Agency and the Multiple Realisability of Agency Thesis[J]. Philosophy & Technology, 2025, 38(1): 30.
[9] 李开阳. 弱具身、具身认知与具身AI[J]. 自然辩证法研究, 2025, 41(3): 81-87.
LI K Y.Weak embodiment, embodied cognition, and embodied AI[J]. Research on Dialectics of Nature, 2025, 41(3): 81-87.
[10] BARSALOU L W.Perceptual symbol systems[J]. Behavioral and brain sciences, 1999, 22(4): 577-660.
[11] REN L, DONG J, LIU S, et al.Embodied intelligence toward future smart manufacturing in the era of AI foundation model[J]. IEEE/ASME Transactions on Mechatronics, 2024.
[12] 刘宏宇, 巩淼森, 梁峭. 具身认知视角下的人——智能体交互的意向立场[J]. 包装工程, 2022, 43(2): 145-151.
LIU H Y, GONG M S, LIANG Q.People from the perspective of embodied cognition-the intentional stance of intelligent agent interaction[J]. Packaging Engineering, 2022, 43(2): 145-151.
[13] 辛向阳. 交互设计:从物理逻辑到行为逻辑[J]. 装饰, 2015(1): 58-62.
XIN X Y.Interaction Design: From Physical Logic to Behavioral Logic[J]. Decoration, 2015(1): 58-62.
[14] RODRIGUES B G A, DA SILVA FERNANDES U, SALES SANTOS N, et al. Human-computer integration as an extension of interaction: Understanding its state-of-the-art and the next challenges[J]. International Journal of Human-Computer Interaction, 2024, 40(11): 2761-2780.
[15] FLORIDI L.The Ethics of Artificial Intelligence: Principles, Challenges, and Opportunities[M]. Oxford: Oxford University Press, 2023.
[16] DURANTE Z, HUANG Q, WAKE N, et al. Agent AI: Surveying the Horizons of Multimodal Interaction [EB/OL]. (2024-10-11) [2025-04-17]. https://arxiv.org/abs/2401.03568.
[17] GERDEMANN S C, VAISH A, HEPACH R.Body Posture as a Measure of Emotional Valence in Young Children: a Preregistered Validation Study[J]. Frontiers in Developmental Psychology, 2025(3): 1536440.
[18] 蔚蓝科技. BabyAlpha A2 智能机器狗[EB/OL]. (2025-05-20)[2025-10-17]. https://www.weilan.com/product/A2.
Weilan Tech. Baby Alpha A2 Smart Robotic Dog[EB/OL]. (2025-05-20)[2025-10-17]. https://www.weilan.com/product/A2.
[19] 张禹, 崔恒洋, 桑志民, 等. 基于具身智能技术的双臂工业机器人系统设计[J]. 科技视界, 2025, 15(3): 1-4.
ZHANG Y, CUI H Y, SANG Z M, et al.Design of dual arm industrial robot system based on embodied intelligence technology[J]. Technology Vision, 2025, 15(3): 1-4.
[20] STERN D B.Feels like me: Formulating the embodied mind[J]. Psychoanalytic Inquiry, 2022, 42(4): 232-243.
[21] 曹阳, 陈晶锐. 设计介入阿尔茨海默症综合治疗的可能性研究[J]. 装饰, 2019(5): 73-75.
CAO Y, CHEN J R.Study on the possibility of designing intervention in comprehensive treatment of Alzheimer's disease[J]. Decoration, 2019(5): 73-75.

基金

教育部人文社科规划基金项目(21YJA760075)

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