Identifying, Capturing, and Reusing Tacit Knowledge in Creative Domains with Generative AI

Figure 1: Overview of this dissertation.My research identifies the types of tacit knowledge held by creative professionals in the graphic or UI/UX domains, expresses this knowledge through generative AI, captures the expressed knowledge, and envisions a new type of creative collaboration with personalized design agents-trained on the captured knowledge.

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Publication Details

Published
2025-09-27
DOI
https://doi.org/10.1145/3746058.3758467
Primary Topic
Sociology and Education in Brazil
Type
article
Field-Weighted Citation Impact
0.00

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article

Identifying, Capturing, and Reusing Tacit Knowledge in Creative Domains with Generative AI

Sociology and Education in Brazil
article

Identifying, Capturing, and Reusing Tacit Knowledge in Creative Domains with Generative AI

article en

Abstract

Figure 1: Overview of this dissertation.My research identifies the types of tacit knowledge held by creative professionals in the graphic or UI/UX domains, expresses this knowledge through generative AI, captures the expressed knowledge, and envisions a new type of creative collaboration with personalized design agents-trained on the captured knowledge.

Korea Advanced Institute of Science and Technology (KR)
National Research Foundation, National Research Foundation of Korea, Ministry of Science and ICT, South Korea, Institute for Information and Communications Technology Promotion
Openalex Percentile: Top 37%
Sociology and Education in Brazil
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Identifying, Capturing, and Reusing Tacit Knowledge in Creative Domains with Generative AI · (2025) | TGRS Research Map | TGRS