“互联网+”创客空间产品开发中异构方案的混合决策模型

Ye Gu, Shuyou Zhang
{"title":"“互联网+”创客空间产品开发中异构方案的混合决策模型","authors":"Ye Gu, Shuyou Zhang","doi":"10.1109/ICEBE.2018.00020","DOIUrl":null,"url":null,"abstract":"Hackerspace product development helps use the collective intelligence for new product development under the \"Internet plus\" environment. However, the schemes from the designer collective are numerous, diverse and heterogeneous, how to select the valuable schemes rapidly and intelligently is an inevitable challenge. This paper attempts to propose a hybrid decision model for heterogeneous schemes. Firstly, a hackerspace product development framework is given out based on the \"Internet plus\" environment, and the schemes decision model is one of the most important components. Secondly, by analyzing the heterogeneous schemes including textual descriptions, sketches and CAD models, three different feature vectors are introduced and combined as a joint computer-aided decision model. Then, a group decision-making model in voting-based method is added for the hybrid model. Finally, an illustrative example is studied to confirm the feasibility of the proposed model in engineering applications.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Hybrid Decision Model for Heterogeneous Schemes in \\\"Internet Plus\\\" Hackerspace Product Development\",\"authors\":\"Ye Gu, Shuyou Zhang\",\"doi\":\"10.1109/ICEBE.2018.00020\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Hackerspace product development helps use the collective intelligence for new product development under the \\\"Internet plus\\\" environment. However, the schemes from the designer collective are numerous, diverse and heterogeneous, how to select the valuable schemes rapidly and intelligently is an inevitable challenge. This paper attempts to propose a hybrid decision model for heterogeneous schemes. Firstly, a hackerspace product development framework is given out based on the \\\"Internet plus\\\" environment, and the schemes decision model is one of the most important components. Secondly, by analyzing the heterogeneous schemes including textual descriptions, sketches and CAD models, three different feature vectors are introduced and combined as a joint computer-aided decision model. Then, a group decision-making model in voting-based method is added for the hybrid model. Finally, an illustrative example is studied to confirm the feasibility of the proposed model in engineering applications.\",\"PeriodicalId\":221376,\"journal\":{\"name\":\"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)\",\"volume\":\"75 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEBE.2018.00020\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEBE.2018.00020","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在“互联网+”环境下,Hackerspace的产品开发有助于利用集体智慧进行新产品的开发。然而,来自设计师群体的方案众多、多样、异构,如何快速、智能地选择有价值的方案是一个不可避免的挑战。本文试图提出一种异构方案的混合决策模型。首先,给出了基于“互联网+”环境下的创客空间产品开发框架,其中方案决策模型是最重要的组成部分之一。其次,通过对文本描述、草图和CAD模型等异构方案的分析,引入三种不同的特征向量,并将其组合为一个联合的计算机辅助决策模型;然后,在混合模型中加入基于投票的群体决策模型。最后,通过算例验证了该模型在工程应用中的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Hybrid Decision Model for Heterogeneous Schemes in "Internet Plus" Hackerspace Product Development
Hackerspace product development helps use the collective intelligence for new product development under the "Internet plus" environment. However, the schemes from the designer collective are numerous, diverse and heterogeneous, how to select the valuable schemes rapidly and intelligently is an inevitable challenge. This paper attempts to propose a hybrid decision model for heterogeneous schemes. Firstly, a hackerspace product development framework is given out based on the "Internet plus" environment, and the schemes decision model is one of the most important components. Secondly, by analyzing the heterogeneous schemes including textual descriptions, sketches and CAD models, three different feature vectors are introduced and combined as a joint computer-aided decision model. Then, a group decision-making model in voting-based method is added for the hybrid model. Finally, an illustrative example is studied to confirm the feasibility of the proposed model in engineering applications.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信