对概念产生过程中语义记忆的理解

Attakias T. Mertens, Christopher McComb, Christine Toh
{"title":"对概念产生过程中语义记忆的理解","authors":"Attakias T. Mertens, Christopher McComb, Christine Toh","doi":"10.1115/detc2020-22577","DOIUrl":null,"url":null,"abstract":"\n Research in new product design still lacks an understanding of how the types of information used by designers can lead to more successful designs and what cognitive components are involved in the process of generating new ideas. Some theories have arisen that focus on memory usage that could have an impact in idea generation early on in the design process. This framework forms the basis of the current study, focused on identifying the underlying cognitive processes that are active during the design process. To accomplish this, undergraduate students were recruited from the University of Nebraska-Omaha. During the study, participants were presented a design problem, given information pieces that corresponded to the Information Archetypes Framework, and asked to generate ideas for a solution. Students were then asked to recall the information pieces from memory. Participants’ data were analyzed using Latent Semantic Analysis in order to assess the similarities between generated ideas, recall, and information pieces. Results from this were assessed for relationships using Spearman correlations and simple regression. This study was able to demonstrate memory usage within the early design process.","PeriodicalId":158998,"journal":{"name":"Volume 3: 17th International Conference on Design Education (DEC)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Towards an Understanding of Semantic Memory During Idea Generation\",\"authors\":\"Attakias T. Mertens, Christopher McComb, Christine Toh\",\"doi\":\"10.1115/detc2020-22577\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Research in new product design still lacks an understanding of how the types of information used by designers can lead to more successful designs and what cognitive components are involved in the process of generating new ideas. Some theories have arisen that focus on memory usage that could have an impact in idea generation early on in the design process. This framework forms the basis of the current study, focused on identifying the underlying cognitive processes that are active during the design process. To accomplish this, undergraduate students were recruited from the University of Nebraska-Omaha. During the study, participants were presented a design problem, given information pieces that corresponded to the Information Archetypes Framework, and asked to generate ideas for a solution. Students were then asked to recall the information pieces from memory. Participants’ data were analyzed using Latent Semantic Analysis in order to assess the similarities between generated ideas, recall, and information pieces. Results from this were assessed for relationships using Spearman correlations and simple regression. This study was able to demonstrate memory usage within the early design process.\",\"PeriodicalId\":158998,\"journal\":{\"name\":\"Volume 3: 17th International Conference on Design Education (DEC)\",\"volume\":\"40 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Volume 3: 17th International Conference on Design Education (DEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1115/detc2020-22577\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Volume 3: 17th International Conference on Design Education (DEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1115/detc2020-22577","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

新产品设计的研究仍然缺乏对设计师使用的信息类型如何导致更成功的设计以及在产生新想法的过程中涉及哪些认知成分的理解。一些关注内存使用的理论已经出现,这可能会对设计过程早期的想法产生影响。这个框架构成了当前研究的基础,重点是识别在设计过程中活跃的潜在认知过程。为了实现这一目标,我们从内布拉斯加大学奥马哈分校招募了本科生。在研究过程中,参与者被提出了一个设计问题,给出了与信息原型框架相对应的信息片段,并被要求提出解决方案的想法。然后学生们被要求从记忆中回忆信息片段。参与者的数据使用潜在语义分析进行分析,以评估产生的想法、回忆和信息片段之间的相似性。使用Spearman相关和简单回归来评估结果之间的关系。这项研究能够证明早期设计过程中的内存使用情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards an Understanding of Semantic Memory During Idea Generation
Research in new product design still lacks an understanding of how the types of information used by designers can lead to more successful designs and what cognitive components are involved in the process of generating new ideas. Some theories have arisen that focus on memory usage that could have an impact in idea generation early on in the design process. This framework forms the basis of the current study, focused on identifying the underlying cognitive processes that are active during the design process. To accomplish this, undergraduate students were recruited from the University of Nebraska-Omaha. During the study, participants were presented a design problem, given information pieces that corresponded to the Information Archetypes Framework, and asked to generate ideas for a solution. Students were then asked to recall the information pieces from memory. Participants’ data were analyzed using Latent Semantic Analysis in order to assess the similarities between generated ideas, recall, and information pieces. Results from this were assessed for relationships using Spearman correlations and simple regression. This study was able to demonstrate memory usage within the early design process.
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:481959085
Book学术官方微信