Use of Language to Generate Architectural Scenery with AI-Powered Tools

Hanım Gülsüm Karahan*, Begüm Aktaş, Cemal Koray Bingöl

*Corresponding author for this work

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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Abstract

The quality of communication with a computer impacts how the designer performs during the design process. Today, Artificial Intelligence (AI) empowers the designer by expanding the solution space using the expertise from previous knowledge. However, the developments in AI-powered design tools mainly focus on visual and spatial enhancements. In the last decade, AI-powered design tools mostly experimented with image transformation models (GANs) to provide fast insights to designers using learned experiences, simulations, or datasets. The studies on the design process using verbal language with the help of AI are limited. Therefore, designers’ capacity to communicate with intelligent machines would lead us to envision the future of AI-powered design tools. In design practice, designers develop individual and contextual studies through digital tools. This study investigates the process of architectural visual generation and verbal communication to describe architectural images by architecture graduates with prior experience or no experience in prior with Midjourney. The research focuses on the designers’ semantic language during the design process with the AI-powered tool and analysis of the verbal part of the communication. The results of this study show that participants’ first impressions of the image and how they express their impressions through description do not correspond with how Midjourney interprets those descriptions. Furthermore, architects’ image generation process using the tool is nonlinear. As architects develop a deeper understanding of changing modes of interactions, they are more likely to benefit from AI-powered tools as collaborative entities.

Original languageEnglish
Title of host publicationComputer-Aided Architectural Design. INTERCONNECTIONS
Subtitle of host publicationCo-computing Beyond Boundaries - 20th International Conference, CAAD Futures 2023, Selected Papers
EditorsMichela Turrin, Charalampos Andriotis, Azarakhsh Rafiee
Place of PublicationCham
PublisherSpringer
Pages83-96
Number of pages14
ISBN (Electronic)9783031371899
ISBN (Print)9783031371882
DOIs
Publication statusPublished - 2023
Event20th International Conference on Computer-Aided Architectural Design Futures, CAAD Futures 2023 - Delft, Netherlands
Duration: 5 Jul 20237 Jul 2023

Publication series

NameCommunications in Computer and Information Science
Volume1819 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference20th International Conference on Computer-Aided Architectural Design Futures, CAAD Futures 2023
Country/TerritoryNetherlands
CityDelft
Period5/07/237/07/23

Bibliographical note

Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care.
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • Artificial Intelligence
  • Design Cognition
  • Digital Design
  • Human-Machine Interaction

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