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ORIGINAL RESEARCH article

Front. Comput. Sci.

Sec. Human-Media Interaction

This article is part of the Research TopicApplications of Artificial Intelligence and Immersive Interaction in Cultural Heritage, Digital Design, and Educational InnovationView all articles

Interaction Design Methods for Data-Intelligent Museum Exhibitions: An Embodied Cognition Perspective

Provisionally accepted
Husheng  PANHusheng PAN1*Cuiting  KONGCuiting KONG2Lie  ZHANGLie ZHANG3
  • 1Harbin Institute of Technology, Harbin, China
  • 2Yunnan Arts University, Kunming, China
  • 3Tsinghua University Academy of Arts and Design, Beijing, China

The final, formatted version of the article will be published soon.

Addressing current practical challenges in exhibitions in the data-intelligent era—such as an overemphasis on form over content and insufficient emotional resonance—as well as the lack of a systematic theoretical framework to guide practice, this paper draws on embodied cognition and dynamical systems theory to explore the internal mechanisms of interaction design for museum exhibitions in the data-intelligent era from the perspective of cognitive generation. It identifies four core elements of such interaction design, namely the Body Perception Layer, the Body Action Layer, the Environmental Construction Layer and the Meaning Construction Layer, and on this basis constructs a cyclic embodied interaction design framework for museums (the PCAE model) that reveals the dynamic flow of information between visitors and the data-intelligent exhibition environment. Using the data-intelligent interactive exhibit "Dialogue With the Master" at the Confucius Museum in China as a case study, the paper further validates the feasibility and scientific soundness of the proposed framework. This framework introduces a new embodied cross-disciplinary theoretical perspective for research on interaction design in museums in the data-intelligent era and provides an operational design tool that offers designers a clear guiding pathway for optimizing interactive experiences, thereby holding substantial practical value for design practice and theoretical exploration.

Keywords: data-intelligent exhibitions, Embodied Cognition, Interaction design, museum, PCAEframework

Received: 30 Nov 2025; Accepted: 30 Jan 2026.

Copyright: © 2026 PAN, KONG and ZHANG. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Husheng PAN

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