On AI-Inspired User Interface Design
A graphical user interface is a primary means of interaction between users and their devices. Here we discuss three complementary AI approaches for triggering the creativity of app designers and inspiring them create better, more diverse user interface designs.
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| Published in | IEEE software Vol. 42; no. 3; pp. 50 - 58 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Los Alamitos
IEEE
01.05.2025
IEEE Computer Society Institute of Electrical and Electronics Engineers |
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| Abstract | A graphical user interface is a primary means of interaction between users and their devices. Here we discuss three complementary AI approaches for triggering the creativity of app designers and inspiring them create better, more diverse user interface designs. |
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| AbstractList | A graphical user interface is a primary means of interaction between users and their devices. Here we discuss three complementary AI approaches for triggering the creativity of app designers and inspiring them create better, more diverse user interface designs. |
| Author | Lambolais, Thomas Maalej, Walid Dray, Gerard Courbis, Anne-Lise Wei, Jialiang |
| Author_xml | – sequence: 1 givenname: Jialiang orcidid: 0009-0008-6028-1576 surname: Wei fullname: Wei, Jialiang email: jialiang.wei@mines-ales.fr organization: EuroMov Digital Health in Motion, University of Montpellier, IMT Mines Alès, Alès, France – sequence: 2 givenname: Anne-Lise surname: Courbis fullname: Courbis, Anne-Lise email: anne-lise.courbis@mines-ales.fr organization: EuroMov Digital Health in Motion, University of Montpellier, IMT Mines Alès, Alès, France – sequence: 3 givenname: Thomas surname: Lambolais fullname: Lambolais, Thomas email: thomas.lambolais@mines-ales.fr organization: EuroMov Digital Health in Motion, University of Montpellier, IMT Mines Alès, Alès, France – sequence: 4 givenname: Gerard orcidid: 0000-0003-1525-5682 surname: Dray fullname: Dray, Gerard email: gerard.dray@mines-ales.fr organization: EuroMov Digital Health in Motion, University of Montpellier, IMT Mines Alès, Alès, France – sequence: 5 givenname: Walid orcidid: 0000-0002-6899-4393 surname: Maalej fullname: Maalej, Walid email: walid.maalej@uni-hamburg.de organization: University of Hamburg, Hamburg, Germany |
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| Cites_doi | 10.1145/3691620.3695591 10.1145/3702993 10.1109/re57278.2023.00035 10.1145/3447808 10.1145/3194779.3194785 10.1109/cvpr52688.2022.01042 10.1007/s10515-023-00377-x 10.1109/tse.2022.3159548 10.1145/3126594.3126651 |
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| Keywords | Codes Heuristic algorithms Chatbots Particle swarm optimization Creativity Training Design engineering Foundation models Large language models User interfaces Artificial intelligence Monitoring Graphical user interfaces |
| Language | English |
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| References | ref13 ref15 ref14 Feng (ref7) 2023 Radford (ref12) 2021; 139 Pourasad (ref2) 2025 ref10 ref1 ref4 ref3 ref6 ref5 (ref9) 2024 Gohar (ref8) 2024 Zhao (ref11) 2023 |
| References_xml | – volume-title: Proc. 47th IEEE/ACM Int. Conf. Softw. Eng. (ICSE) year: 2025 ident: ref2 article-title: Does GenAI make usability testing obsolete? – ident: ref10 doi: 10.1145/3691620.3695591 – year: 2023 ident: ref11 article-title: A survey of large language models – ident: ref4 doi: 10.1145/3702993 – ident: ref6 doi: 10.1109/re57278.2023.00035 – year: 2023 ident: ref7 article-title: Designing with language: Wireframing UI design intent with generative large language models – ident: ref1 doi: 10.1145/3447808 – ident: ref3 doi: 10.1145/3194779.3194785 – volume-title: How AI can help you solve problems better year: 2024 ident: ref8 – volume-title: Dont let gen AI limit your teams creativity year: 2024 ident: ref9 – ident: ref15 doi: 10.1109/cvpr52688.2022.01042 – ident: ref5 doi: 10.1007/s10515-023-00377-x – ident: ref14 doi: 10.1109/tse.2022.3159548 – volume: 139 start-page: 8748 volume-title: Proc. 38th Int. Conf. Mach. Learn. year: 2021 ident: ref12 article-title: Learning transferable visual models from natural language supervision – ident: ref13 doi: 10.1145/3126594.3126651 |
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| Snippet | A graphical user interface is a primary means of interaction between users and their devices. Here we discuss three complementary AI approaches for triggering... |
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| SubjectTerms | Artificial intelligence Chatbots Codes Computer Science Creativity Design engineering Foundation models Graphical user interface Graphical user interfaces Heuristic algorithms Large language models Monitoring Particle swarm optimization Training User interfaces |
| Title | On AI-Inspired User Interface Design |
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