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Artificial intelligence techniques and tools and manifestations of change in the role of product designer

Article

Last updated: 25 Dec 2024

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Abstract

Artificial intelligence is a technology of increasing importance in the world of product design. The study of artificial intelligence and its patterns, procedures and methods of using it in design and decision-making until reaching design results is imperative in light of the conditions of our world, as it imposes on us developments related to data science and the increase in the volume of information, in a way that exceeds much of the capabilities of the human mind and traditional thinking patterns. But how does AI affect product design and how can it help designers create more innovative and effective solutions? It is important for a designer to realize and understand what artificial intelligence is. It is a technology that enables machines to perform tasks that require human intelligence, such as learning, reasoning, and perception. This is achieved through the use of algorithms and data that allow the machine to "learn" independently and improve its skills over time. Now, how can AI affect product design? One of the main methods of AI is to transform product design through the use of machine learning algorithms. This can help designers decide which features to include in a new product. The research problem can be summarized in the following questions: What is the role of artificial intelligence in the product design process? Can artificial intelligence provide information and data about design requirements, consumer desires and needs, and then the ability to make an appropriate design decision? What are the artificial intelligence tools that can be employed in product design and at any of its stages? This study aims to identify the techniques and tools of artificial intelligence and their impact on the product design process at its various stages, as well as its effectiveness in the role of creative and innovative product designers. The study used descriptive analytical and deductive approaches. In addition, design attempts are made using a number of design applications using artificial intelligence. 

DOI

10.21608/idj.2023.287428

Keywords

Product Design, Design Process, Artificial Inelegance, Computer Vision, Algorithms, Ideation & Innovation

Authors

First Name

Samaa

Last Name

Waheed

MiddleName

Ahmed

Affiliation

Metalwork Department, Faculty of Applied Arts, Helwan University

Email

samawaheed155@gmail.com

City

Giza

Orcid

-

Volume

13

Article Issue

2

Related Issue

38887

Issue Date

2023-03-01

Receive Date

2022-11-20

Publish Date

2023-03-01

Page Start

203

Page End

224

Print ISSN

2090-9632

Online ISSN

2090-9640

Link

https://idj.journals.ekb.eg/article_287428.html

Detail API

https://idj.journals.ekb.eg/service?article_code=287428

Order

15

Type

Original Article

Type Code

1,217

Publication Type

Journal

Publication Title

International Design Journal

Publication Link

https://idj.journals.ekb.eg/

MainTitle

Artificial intelligence techniques and tools and manifestations of change in the role of product designer

Details

Type

Article

Created At

25 Dec 2024