Work

Architecture: explainable artificial intelligence and research into the creative process

Year: 2025
Type: article
Abstract: Introduction: The Reconstruction and Assessment Methodology of the Architectural Design Process (RAM-ADP) extrapolates that used within the doctoral thesis on the Jesús Maestro Parish Group of Valencia to the study of other architectural projects, it has been systematically implemented by means of a hybrid open access digital entity as a research network and institutional repository (RN-IR), and the intervention of Explainable Artificial Intelligence (XAI) technologies whitin this virtual environment to optimise research (XAIRM) is studied. Methodology: Fundamentally, XAIRM strengthens the researcher, whose information and arguments introduction within the RN-IR trains a set of XIAs as agents, who then develop the research tasks, reviewed by the researcher before their validation within this virtual environment by documentary centres, universities, and the owning body. Results: The architectural design process organisation within an evolved and semi-automated virtual environment (XAIRM). Discussions: XAIRM involves promoting the use of AI guaranteeing information traceability from research on the creative process. Conclusions: XAI advanced applications within the RN-IR do not alter human control over the research process and allow the researcher time and effort to be optimised.
Language: English
Subfield: Architecture
Open Access status: diamond
OpenAlex ID: W4407776282
FWCI: 5.734
Cites: 2
Cited by: 1
Related to: 10