亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

A method of constructing an inspiration library driven by user-perceived preference evaluation data for biologically inspired design

感性工学 计算机科学 人机交互 偏爱 模糊认知图 产品设计 感知 产品(数学) 模糊逻辑 人工智能 数据挖掘 模糊集 生物 数学 经济 神经科学 微观经济学 几何学 模糊数
作者
Xuerui Li,Xinggang Hou,Yang Mei,Lin Zhang,Haoyue Guo,Luyao Wang,Xinying Li
出处
期刊:Advanced Engineering Informatics [Elsevier]
卷期号:52: 101617-101617 被引量:29
标识
DOI:10.1016/j.aei.2022.101617
摘要

Biologically inspired design (BID) is one of the common methods for product design. To solve the problem of inaccurate acquisition of inspirational creatures due to the lack of user perception preference analysis, a data-driven intelligent service model for BID considering user perception needs is proposed based on Kansei engineering. Firstly, by extracting the perceptual features of creatures from the semantic source elements of products through mapping and encodes them, we proposed a data acquisition method based on intuitionistic fuzzy sets considering different customer preference distributions, bridging the gap caused by the asymmetry between designers and users. Secondly, the functional relationship between biometric features and user-perceived attributes is identified and predicted, and a predictive model of biodata considering user preferences is obtained by multiple linear regression analysis. Finally, based on the data clustering and reorganization theory to understand the organization and dynamics of the database, the construction of a BID library was completed, and the design resources in the library were used as analyzed knowledge for designers to plan design activities. Taking the bionic design of a UAV product as an example, a prototype of a computer-aided design service system was developed based on the theory proposed in the article, and the analyzed knowledge was used to improve the efficiency and science of the design, effectively verifying the usefulness of this study for design. To a certain extent, this study addresses the problem of cognitive limitations of designers and cognitive differences between designers and users, promotes the application of bioinspiration in product design, and improves the marketability of design solutions.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
ugk发布了新的文献求助10
6秒前
小二郎应助Cassiel采纳,获得30
9秒前
曾经沛白完成签到 ,获得积分10
14秒前
fantianhui完成签到 ,获得积分10
17秒前
18秒前
Cmqq发布了新的文献求助10
22秒前
24秒前
28秒前
量子星尘发布了新的文献求助10
32秒前
Qy0306发布了新的文献求助10
36秒前
贱小贱完成签到,获得积分10
38秒前
42秒前
土豪的摩托完成签到 ,获得积分10
44秒前
LIJinlin完成签到,获得积分10
45秒前
46秒前
Zyy完成签到,获得积分20
51秒前
顾矜应助茶叶派采纳,获得10
52秒前
Zyy发布了新的文献求助20
55秒前
风中的迎丝完成签到,获得积分10
1分钟前
维棋完成签到 ,获得积分10
1分钟前
瘦瘦乌龟完成签到 ,获得积分10
1分钟前
余可馨完成签到,获得积分20
1分钟前
1分钟前
稳重涔雨完成签到 ,获得积分10
1分钟前
Cassiel发布了新的文献求助30
1分钟前
1分钟前
Unique完成签到 ,获得积分10
1分钟前
1分钟前
二郎显圣真菌完成签到 ,获得积分10
1分钟前
2分钟前
香蕉觅云应助Cmqq采纳,获得10
2分钟前
Qy0306完成签到,获得积分10
2分钟前
2分钟前
2分钟前
打打应助努力学习的小福采纳,获得10
2分钟前
Cmqq发布了新的文献求助10
2分钟前
2分钟前
2分钟前
2分钟前
haan完成签到,获得积分10
2分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Encyclopedia of Agriculture and Food Systems Third Edition 2000
Clinical Microbiology Procedures Handbook, Multi-Volume, 5th Edition 临床微生物学程序手册,多卷,第5版 2000
人脑智能与人工智能 1000
King Tyrant 720
Silicon in Organic, Organometallic, and Polymer Chemistry 500
Principles of Plasma Discharges and Materials Processing, 3rd Edition 400
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5599747
求助须知:如何正确求助?哪些是违规求助? 4685478
关于积分的说明 14838528
捐赠科研通 4670257
什么是DOI,文献DOI怎么找? 2538191
邀请新用户注册赠送积分活动 1505527
关于科研通互助平台的介绍 1470898