A Design-Stage-Oriented Framework to Introduce Artificial Intelligence and Machine Learning in Design Education

M Botta, A Autuori, G Terenghi, M Subet - 2024 - dl.designresearchsociety.org
Abstract Artificial Intelligence (AI) and Machine Learning (ML) are technologies that impact
the skills and practices of the next generation of designers, presenting the chance to …

[PDF][PDF] AI Literacy for Cultural and Design Studies.

S Schauer, K Simbeck - CSEDU (2), 2024 - researchgate.net
Artificial Intelligence (AI) is applied to an extending number of academic fields, including
culture and design. Hence, there is a necessity to incorporate AI competencies in the …

The role of the learning context and designer characteristics challenge and reveal the design process

N Demirbilek, D Smith, A Scott, L Dawes… - … of the EAD 07-the 7th …, 2008 - eprints.qut.edu.au
This paper discusses how designing is much more than the execution of a process toward
an end product that satisfies a client brief. Instead design and designing are integrated with …

Experiential speculation in vision-based AI design education: Designing conventional and progressive AI futures

YCJ Huang, SAG Wensveen, M Funk - International Journal of …, 2023 - research.tue.nl
Artificial Intelligence (AI) will change how designers design, what they design, and why they
design. Recent efforts have extended design education with AI and related machine …

A production pipeline for an ai-powered design course

G Derksen - 2023 - dl.designresearchsociety.org
We are entering a period of disruption in design which is up ending the process and in turn
changing design education. By extension, the practice and profession will also be changed …

[PDF][PDF] AI Is Not a Wildcard: Challenges for Integrating AI into the Design Curriculum

A Stankowski - researchgate.net
AI technologies are becoming increasingly important for the design of human-computer
interactions and user experiences. Through their specialized knowledge and creative …

[PDF][PDF] AI Driven Creativity in Early Design Education

AA Kavakoglu, B Almaç, B Eser, S Alaçam - 2022 - papers.cumincad.org
This study presents a pedagogical experiment on the integration of AI into the project studio
in the early stages of design education. The motivation of the study is to support creative …

Machine learning for designers. Enable designers to merge users' needs with machine learning capabilities in the idea generation and problem framing phases

O Arnone - 2019 - politesi.polimi.it
This research thesis aims to enable designers to design products, services, and experiences
that integrate artificial intelligence, in particular, machine learning (ML). In-depth research on …

Whole-to-part-to-whole: Co-evolutionary and integrative design approach

H Casakin, Y Ginsburg - 2018 - dl.designresearchsociety.org
Forming designers in a fast-changing international scenario is a challenge for most schools
and departments of architecture. It is in the design studio where students not only develop …

[PS][PS] M-LAP: A machine learning apprentice agent for computer supported design

M Brandish, M Hague, A Taleb-Bendiab - Artificial Intelligence in Design …, 1996 - cs.wpi.edu
Whilst the use of Artificial Intelligence (AI) techniques for supporting the designer in the more
structured stages of the design process has become relatively common place, support in the …