The impact of semantic feedback on functional connectivity during design ideation: a preliminary study

ABSTRACT: This study aims to examine the influence of semantic feedback on the functional connectivity of students’ brains in design education. We evaluated functional connectivity using EEG. After the instructor provided feedback, we observed a significant reduction in students’ alpha-band activity across 16 channel pairs. It suggests that, after receiving feedback, participants relied more on localized neural circuits rather than on broad, diffuse connections. Semantic feedback potentially facilitates participation in more efficient cognitive processes, thereby assisting design ideation.

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Publication Details

Journal
Proceedings of the Design Society
Published
2026-07-02
DOI
https://doi.org/10.1017/pds.2026.10676
Primary Topic
Design Education and Practice
Type
article
Field-Weighted Citation Impact
0.00
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article

The impact of semantic feedback on functional connectivity during design ideation: a preliminary study

G. Georgiev, Sohail Ahmed Soomro, John S. Gero, Mengru Wang
Proceedings of the Design Society
Design Education and Practice
article

The impact of semantic feedback on functional connectivity during design ideation: a preliminary study

G. Georgiev, Sohail Ahmed Soomro, John S. Gero, Mengru Wang
article en

Abstract

ABSTRACT: This study aims to examine the influence of semantic feedback on the functional connectivity of students’ brains in design education. We evaluated functional connectivity using EEG. After the instructor provided feedback, we observed a significant reduction in students’ alpha-band activity across 16 channel pairs. It suggests that, after receiving feedback, participants relied more on localized neural circuits rather than on broad, diffuse connections. Semantic feedback potentially facilitates participation in more efficient cognitive processes, thereby assisting design ideation.

Proceedings of the Design SocietyVol. 6
Japan Advanced Institute of Science and Technology (JP), Drexel University (US), University of Oulu (FI)
Quality Education
Openalex Percentile: Top 14%
Design Education and Practice
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The impact of semantic feedback on functional connectivity during design ideation: a preliminary study — G. Georgiev, Sohail Ahmed Soomro, et al. · Proceedings of the Design Society (2026) | TGRS Research Map | TGRS