TY - JOUR
T1 - Color2Vec
T2 - Web-Based Modeling of Word-Color Association with Sociocultural Contexts
AU - Xu, Long
AU - Park, Su Jin
AU - Lee, Sangwon
N1 - Publisher Copyright:
© 2023 Association for Computing Machinery.
PY - 2023/9/12
Y1 - 2023/9/12
N2 - Color design has long benefited from the statistical analysis of public taste and, more recently, from crowdsourcing to discover fresh and popular ideas. However, the current color dictionary is considerably restricted in terms of the scope of expressible design concepts and the control of target demographics. We propose a search-engine-based color palette generator inspired by Natural Language Processing algorithms that filter and cluster semantically related words. The post-evaluation reveals that our results not only faithfully realize the given keywords but are notable indicators of inter-group dynamics; the differential recognition of the other group's identity colors reflects the direction of historic, geographic, or cultural influence.
AB - Color design has long benefited from the statistical analysis of public taste and, more recently, from crowdsourcing to discover fresh and popular ideas. However, the current color dictionary is considerably restricted in terms of the scope of expressible design concepts and the control of target demographics. We propose a search-engine-based color palette generator inspired by Natural Language Processing algorithms that filter and cluster semantically related words. The post-evaluation reveals that our results not only faithfully realize the given keywords but are notable indicators of inter-group dynamics; the differential recognition of the other group's identity colors reflects the direction of historic, geographic, or cultural influence.
KW - Additional Key Words and PhrasesColor emotion
KW - Natural Language Processing
KW - Word Color Association
KW - data-driven design
UR - http://www.scopus.com/inward/record.url?scp=85171795867&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85171795867&partnerID=8YFLogxK
U2 - 10.1145/3571816
DO - 10.1145/3571816
M3 - Article
AN - SCOPUS:85171795867
SN - 1073-0516
VL - 30
JO - ACM Transactions on Computer-Human Interaction
JF - ACM Transactions on Computer-Human Interaction
IS - 4
M1 - 51
ER -