320147

Role of artificial intelligence technology in the development of furniture design Process

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Last updated: 04 Jan 2025

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Abstract

Artificial intelligence (AI) empowers innovative applications in furniture that are presented in generative models. In recent times, there are many implementations of machine-learning approaches to develop the furniture design process. Due to contemporary individuals' requirements, rapid fluctuations in customers' preferences, and the geometrics complexity of designs, furniture designers need to explore multiple alternative solutions during the design process. This study aims to clarify the current AI technologies implemented in furniture design to develop the design process and boost furniture designers' abilities and performances in their work. Therefore, this study presents two models: the first one is for the design process to differentiate between the design conducted by humans and the design implemented by AI. The second model clarifies the role of the furniture designer inside AI systems for the design process. Based on the review study, the author presents a SWOT analysis of the strengths, weaknesses (limitations), opportunities, and threats of using AI to design furniture. A survey was conducted to measure furniture designers' responses to the SWOT analysis. The findings of this paper have enclosed that, (89.4%) of furniture designers view AI performs better in generating initial ideas than other design tasks. (87.2%) view AI is not sufficient without the involvement of designers. (72.3%) view AI is a professional design tool that will enhance interactive design and virtual design. (78.7%) of them are afraid of losing designers' identities due to using the same AI techniques.
.Problem: The research problem is limited to the following questions:

How can the current AI technologies implemented in furniture design develop the design process?
 What is the role of the furniture designer inside AI systems?
 What do furniture designers think about the changes that occurred in the furniture design process after using AI techniques?

 
Hypoth Keywords: Artificial Intelligence(AI), Furniture Design, Generative Design, Machine Learning, SWOT analysis eses:
From the previous questions, the researcher assumes the following:
The using of AI technology in furniture design affects the development of the design process, and designers' roles and skills.
 
Objectives: This study aims to:

Study the AI techniques implemented in the furniture design process.
Study the machine learning approaches applied in the furniture design process.
Define the role of the furniture designer inside AI systems for the design process.
Measure and analyze the effect of applying AI technology on the furniture design process and the furniture designers' roles and skills.

DOI

10.21608/idj.2023.320147

Keywords

Intelligence(AI), Furniture design, Generative design, Machine Learning, SWOT Analysis

Authors

First Name

Nehal

Last Name

Zahra

MiddleName

-

Affiliation

Interior Design and furniture Department, Faculty of Applied Arts, Damietta University nehalnabil@du.edu.eg

Email

nehalnabil@du.edu.eg

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Volume

13

Article Issue

6

Related Issue

40817

Issue Date

2023-11-01

Receive Date

2023-07-23

Publish Date

2023-11-01

Page Start

503

Page End

520

Print ISSN

2090-9632

Online ISSN

2090-9640

Link

https://idj.journals.ekb.eg/article_320147.html

Detail API

https://idj.journals.ekb.eg/service?article_code=320147

Order

33

Type

Original Article

Type Code

1,217

Publication Type

Journal

Publication Title

International Design Journal

Publication Link

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

MainTitle

Role of artificial intelligence technology in the development of furniture design Process

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Article

Created At

25 Dec 2024