Scientific Programming

Artificial Intelligence for Evaluation Decision-making in Modern Product Design


Publishing date
01 Feb 2023
Status
Closed
Submission deadline
07 Oct 2022

Lead Editor
Guest Editors

1North Minzu University, Yinchuan, China

2Zhengzhou University of Light Industry, Zhengzhou, UK

3University of Strasbourg, Strasbourg, France

This issue is now closed for submissions.
More articles will be published in the near future.

Artificial Intelligence for Evaluation Decision-making in Modern Product Design

This issue is now closed for submissions.
More articles will be published in the near future.

Description

The rapid development of artificial intelligence technology has greatly influenced the field of modern product design and has promoted the development of intelligent design. Artificial intelligence technology is frequently used in design activities and participates in all aspects of design. Design evaluation is one of the important aspects of design that runs throughout the whole design process. Design evaluation refers to the determination of the value of the design object, which is the process of comparing the design object with its corresponding value standard to clarify the value. The creative design process is accompanied by a large degree of evaluation and decision-making. Traditional design evaluation methods are often conducted manually and mainly rely on an individual’s experience and intuition. Therefore, evaluation results are affected by an individual’s knowledge and other factors, resulting in subjectivity.

With the explosive growth of intelligent design, it is unrealistic to evaluate large-scale design results manually, which cannot support design optimization in a timely and effective manner. The design evaluation method enabled by artificial intelligence can quantify the multi-dimensional contents such as design knowledge and user perception, establish a unified evaluation index, realize more detailed design analysis and evaluation, and improve the accuracy and objectivity of evaluation results. In addition, artificial intelligence can effectively make up for the efficiency of traditional methods. However, due to the characteristic differences between artificial intelligence and creative design, artificial intelligence still has many challenges in the face of design evaluation. With consideration of intelligent design, the means to abstract the subjective and ambiguous open evaluation problem into a data-driven closed problem is the focus of design evaluation research and application.

Therefore, the aim of this Special Issue is to welcome original research and review articles with a focus on applying advanced artificial intelligence and scientific programming approaches for evaluation decision-making in modern product design. This Special Issue aims to provide novel guidance for artificial intelligence researchers and broaden the perspectives of artificial intelligence and evaluation decision-related researchers.

Potential topics include but are not limited to the following:

  • Scientific programming in data fusion for modern design
  • Scientific programming in data forecasting for modern design
  • Scientific programming in pattern recognition for modern design
  • Artificial intelligence in image and video processing of E-commerce scenario
  • Artificial intelligence in product advertising design
  • Artificial intelligence in Internet of Things (IoT) of intelligent optimization
  • Artificial intelligence in multi-source information fusion for intelligent design
  • Artificial intelligence in product collaborative design

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 2062791
  • - Research Article

Research on Dance Motion Capture Technology for Visualization Requirements

Kaiqiang Sun
  • Special Issue
  • - Volume 2022
  • - Article ID 3644525
  • - Research Article

On the Willingness of Fujian Farmers to Sell Agricultural Products by Means of New Media from the Perspective of Rural Revitalization: Analysis Model Design Based on Programmed Grounded Theory

Li Lin | Xiong Zhou | ... | Jinwang Fan
  • Special Issue
  • - Volume 2022
  • - Article ID 4840189
  • - Research Article

Application of Three-Dimensional Image Reconstruction Technology in Neurogenic Intestinal Nursing Tasks

Yinli Shen | Xiaoxing Huang | ... | Yunlan Jiang
  • Special Issue
  • - Volume 2022
  • - Article ID 9273429
  • - Research Article

Research on Customer Perceived Value Evaluation of New Chinese-Style Clothing Based on PSO-BP Neural Network

Yunfeng Shu
  • Special Issue
  • - Volume 2022
  • - Article ID 4633128
  • - Research Article

Finite Element Analysis Model Design on the Mechanical Properties of Prefabricated Shear Wall Structure

Yuan Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 5010428
  • - Research Article

Feasibility Analysis of Intelligent Piano in Piano Teaching

Yao Ma
  • Special Issue
  • - Volume 2022
  • - Article ID 6544282
  • - Research Article

3D Face Recognition Neural Network for Digital Human Resource Management

Yiming Dong
  • Special Issue
  • - Volume 2022
  • - Article ID 9607755
  • - Research Article

Construction of a Smart Supply Chain for Sand Factory Using the Edge-Computing-Based Deep Learning Algorithm

Bin Li | Xuejun Zhang | ... | Shengkai Zhou
  • Special Issue
  • - Volume 2022
  • - Article ID 4794073
  • - Research Article

Corresponding Intelligent Calculation of the Whole Process of Building Civil Engineering Structure Based on Deep Learning

Qian Liu | Tao Liu | ... | Fang Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 7122276
  • - Research Article

Application Research and Case Analysis of Landscape Design in Artificial Intelligence Platform

Yunxia Cao
Scientific Programming
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Acceptance rate50%
Submission to final decision42 days
Acceptance to publication25 days
CiteScore1.100
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Impact Factor1.672
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