Design of Interface Display Optimization Algorithm for In-vehicle Interaction System Based on Artificial Intelligence

Authors

  • Shujuan Qu Department of Art and Design, Zibo Vocational Institute, Zibo 255300, Shandong, China

Abstract

With the development of vehicle intelligence, the in-vehicle interaction system becomes an important means of information exchange between drivers and vehicles. The traditional in-vehicle interaction system has problems such as inaccurate information display and poor user experience. The purpose of this study is to use the algorithm optimization of artificial intelligence to improve the interface display of in-vehicle interaction system, enhance the user experience and improve safety. Firstly, the user’s preferences, habits and needs are determined; these will constitute the original user data set, and deep learning algorithms are used to construct the user profile in order to optimize the personalized interface. After that, wavelet transform was
applied to carry out multi-scale redrawing and rendering of images to enhance the visual effect of interface image display. Finally, a collaborative filtering algorithm was used to construct an intelligent recommendation model. The items in the recommendation set were arranged according to the weighted degree of recommendation from the largest to the smallest, so as to realize the intelligent recommendation and optimization of the interface information being displayed. In order to verify the effect of the interface display optimization algorithm of in-vehicle interaction system based on artificial intelligence, this study evaluated the optimized display interface in terms of user satisfaction, operation efficiency, error rate and interaction effect. The evaluation results showed that in the user satisfaction survey, the proportion of users who are satisfied and very satisfied with the personalized level, comfort level, and information readability of the optimized display interface was 61.0%, 50.5%, and 50.0%, respectively. The research results indicate that the interface display optimization algorithm based on artificial intelligence for in-vehicle interaction systems caneffectively meet the different needs of users and help improve the safety of the driver.

Keywords: Algorithm optimization, interface display, artificial intelligence, in-vehicle interaction system, deep neural network

Cite As

S. Yu, "Design of Interface Display Optimization Algorithm for In-vehicle Interaction System Based on Artificial
Intelligence", Engineering Intelligent Systems, vol. 32 no. 5, pp. 465-475, 2024.







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Published

2024-09-01

Issue

Vol. 32 No. 5 (2024): International Journal of Engineering Intelligent Systems

Section

Article

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