Collaborative Design of Digital UI Design in Pavilion Orientation: An AI-driven Information Visualization and Moving Line Planning Method

DOI

10.2991/978-94-6239-737-8_17How to use a DOI?

Keywords

Exhibition Hall Space Orientation; Digital Interface; Information Visualization; Moving Line Planning; AI-Assisted Design

Abstract

In view of the lack of coordination between the space guidance system and the digital interface information visualization in the design of the exhibition hall, the cognitive load of the visitors will increase and the efficiency of the moving line will decrease. Therefore, this study proposes an AI-driven collaborative design method. Firstly, the spatial-information dual features are extracted from the spatial layout of the exhibition hall and the content of the digital interface. And build a visitor behavior prediction model. Secondly, the mapping relationship between the spatial guidance node and the digital interface information level is established, and respectively utilize Deep Q-Network (DQN) and Conditional Variational Autoencoder (CVAE) to generate optimized circulation planning and interface layout solutions. The AI algorithm is used to generate an optimized moving line planning and interface layout scheme. Finally, the man-machine collaborative work process of ‘AI generation + designer optimization’ is formed.

Copyright

© 2026 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Weiqian Mao
AU  - Shengnan Wu
AU  - Jiahui Wang
AU  - Na Wang
PY  - 2026
DA  - 2026/08/18
TI  - Collaborative Design of Digital UI Design in Pavilion Orientation: An AI-driven Information Visualization and Moving Line Planning Method
BT  - Proceedings of the 2026 5th International Conference on Art Design and Digital Technology (ADDT 2026)
PB  - Atlantis Press
SP  - 126
EP  - 132
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6239-737-8_17
DO  - 10.2991/978-94-6239-737-8_17
ID  - Mao2026
ER  -