Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining

作     者：Wu, Wenchao Yusoff, Irwan Syah Md Alli, Hassan Bin Hj Wang, Qi 

作者机构：Faculty of Arts North University of China Taiyuan030051 China Department of Industrial Design Faculty of Design and Architecture University Putra Malaysia UPM Serdang43400 Malaysia Department of Resource Management & Consumer Studies Faculty of Human Ecology University Putra Malaysia UPM Serdang43400 Malaysia Department of Industrial Design Faculty of Design and Architecture University Putra Malaysia UPM Serdang 43400 Malaysia Modern Languages and Communication Faculty University Putra Malaysia UPM Serdang Selangor43400 Malaysia 

出 版 物：《Computer-Aided Design and Applications》 (Comput.-Aided Des. Appl.)

年 卷 期：2024年第21卷第S19期

页      面：226-244页

核心收录：

学科分类：081203[工学-计算机应用技术] 08[工学] 0835[工学-软件工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：Shanxi Provincial Education Department  (J20230725) 

主　　题：Computer aided design 

摘      要：This study aims to build a complete visual transmission design optimization measurement system by integrating CAD (Computer-aided design) and DM (Data mining) technologies. Specifically, this article first uses CAD technology to model and quantitatively analyze the visual design elements accurately and then extracts the key factors and laws that affect the design effect from a large quantity of design data through DM. Finally, combining the results of CAD and DM, a scientific and effective optimization scheme is proposed, and experiments verify its feasibility and effectiveness. Experiments show that users often show higher stay time and more frequent interaction behavior when facing attractive design elements. Moreover, users have a positive attitude toward innovative and personalized design elements;Bright colors and dynamic visual effects are outstanding in attracting users’ attention. This study is expected to provide more accurate and efficient optimization measurement methods for visual transmission design and promote innovation and development in this field. © 2024, CAD Solutions, LLC. All rights reserved.