Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining
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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
CAD Solutions, LLC
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/116169/ http://psasir.upm.edu.my/id/eprint/116169/1/116169.pdf |
| _version_ | 1848866940062269440 |
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| author | Wu, Wenchao Yusoff, Irwan Syah Md Alli, Hassan Bin Hj Wang, Qi |
| author_facet | Wu, Wenchao Yusoff, Irwan Syah Md Alli, Hassan Bin Hj Wang, Qi |
| author_sort | Wu, Wenchao |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T14:28:35Z |
| format | Article |
| id | upm-116169 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:28:35Z |
| publishDate | 2024 |
| publisher | CAD Solutions, LLC |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1161692025-03-20T01:30:01Z http://psasir.upm.edu.my/id/eprint/116169/ Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining Wu, Wenchao Yusoff, Irwan Syah Md Alli, Hassan Bin Hj Wang, Qi 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. CAD Solutions, LLC 2024 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/116169/1/116169.pdf Wu, Wenchao and Yusoff, Irwan Syah Md and Alli, Hassan Bin Hj and Wang, Qi (2024) Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining. Computer-Aided Design and Applications, 21 (S19). pp. 226-244. ISSN 1686-4360 https://cad-journal.net/files/vol_21/Vol21NoS19.html 10.14733/cadaps.2024.s19.226-244 |
| spellingShingle | Wu, Wenchao Yusoff, Irwan Syah Md Alli, Hassan Bin Hj Wang, Qi Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title | Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title_full | Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title_fullStr | Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title_full_unstemmed | Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title_short | Optimal Measurement of Visual Transmission Design Based on CAD and Data Mining |
| title_sort | optimal measurement of visual transmission design based on cad and data mining |
| url | http://psasir.upm.edu.my/id/eprint/116169/ http://psasir.upm.edu.my/id/eprint/116169/ http://psasir.upm.edu.my/id/eprint/116169/ http://psasir.upm.edu.my/id/eprint/116169/1/116169.pdf |