Crowdsourcing intelligent design

作     者：Wei XIANG Ling-yun SUN Wei-tao YOU Chang-yuan YANG 

作者机构：State Key Lab of CAD & CG Zhejiang University Hangzhou 310058 China Modern Industrial Design Institute Zhejiang University Hangzhou 310027 China International User Experience Business Unit Alibaba Group Hangzhou 310000 China 

基　　金：supported by the National Natural Science Foundation of China(No.61672451) the National Basic Research Program(973)of China(No.2015CB352503) the Alibaba-Zhejiang University Joint Institute of Frontier Technologies 

出 版 物：《Frontiers of Information Technology & Electronic Engineering》 (信息与电子工程前沿（英文版）)

年 卷 期：2018年第19卷第1期

页      码：126-138页

摘      要：Design intelligence,namely,artificial intelligence to solve creative problems and produce creative ideas,has improved rapidly with the new generation artificial ***,existing methods are more skillful in learning from data and have limitations in creating original ideas different from the training *** offers a promising method to produce creative designs by combining human inspiration and machines computational *** propose a crowdsourcing intelligent design method called ‘flexible crowdsourcing design .Design ideas produced through crowdsourcing design can be unreliable and inconsistent because they rely solely on selection among participants submissions of *** contrast,the flexible crowdsourcing design method employs a cultivation procedure that integrates the ideas from crowd participants and cultivates these ideas to improve design quality at the same *** introduce a series of studies to show how flexible crowdsourcing design can produce original design ideas ***,we will describe the typical procedure of flexible crowdsourcing design,the refined crowdsourcing tasks,the factors that affect the idea development process,the method for calculating idea development potential,and two applications of the flexible crowdsourcing design ***,it summarizes the design capabilities enabled by crowdsourcing intelligent *** method enhances the performance of crowdsourcing design and supports the development of design intelligence.

主 题 词：设计方法 人工智能 cal 生产 学习 

学科分类：12[管理学] 13[艺术学] 0808[工学-自动化类] 0809[工学-计算机类] 08[工学] 1305[艺术学-设计学类] 0810[工学-土木类] 1304[艺术学-美术学类] 1201[管理学-管理科学与工程类] 0839[0839] 081104[081104] 0835[0835] 0811[工学-水利类] 0812[工学-测绘类] 

核心收录：

D　O　I：10.1631/FITEE.1700810

馆 藏 号：203284723...