What AI researchers read: the role of literature in artificial intelligence research

IF 1 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES
Sarah Dillon, Jennifer Schaffer-Goddard
{"title":"What AI researchers read: the role of literature in artificial intelligence research","authors":"Sarah Dillon, Jennifer Schaffer-Goddard","doi":"10.1080/03080188.2022.2079214","DOIUrl":null,"url":null,"abstract":"ABSTRACT This paper presents the results of a pilot interview study investigating the leisure reading habits of 20 practising AI researchers based in the United Kingdom. The interview analysis yields six areas in which literature plays a role in the field of AI: research focus, career choice, community formation, science communication, ethical thinking, and modelling of sociotechnical futures. These categories are proposed as the basis of a systematic taxonomy of the role of literature in AI research, evidencing literature’s significance in AI laboratory and professional cultures. The paper presents the results of this preliminary investigation in combination with a synthesis of existing evidence in each category of influence. The aim of this hybrid approach is to cohere research and evidence in this relatively new area of study, and to present new findings contextually, in order to provide the foundations for further qualitative and quantitative research.","PeriodicalId":50352,"journal":{"name":"Interdisciplinary Science Reviews","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2022-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Interdisciplinary Science Reviews","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1080/03080188.2022.2079214","RegionNum":4,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 4

Abstract

ABSTRACT This paper presents the results of a pilot interview study investigating the leisure reading habits of 20 practising AI researchers based in the United Kingdom. The interview analysis yields six areas in which literature plays a role in the field of AI: research focus, career choice, community formation, science communication, ethical thinking, and modelling of sociotechnical futures. These categories are proposed as the basis of a systematic taxonomy of the role of literature in AI research, evidencing literature’s significance in AI laboratory and professional cultures. The paper presents the results of this preliminary investigation in combination with a synthesis of existing evidence in each category of influence. The aim of this hybrid approach is to cohere research and evidence in this relatively new area of study, and to present new findings contextually, in order to provide the foundations for further qualitative and quantitative research.
人工智能研究人员阅读的内容:文献在人工智能研究中的作用
摘要本文介绍了一项试点访谈研究的结果,该研究调查了20名英国人工智能研究人员的休闲阅读习惯。访谈分析得出了文献在人工智能领域发挥作用的六个领域:研究重点、职业选择、社区形成、科学交流、伦理思维和社会技术未来建模。这些类别被认为是对文献在人工智能研究中的作用进行系统分类的基础,证明了文献对人工智能实验室和专业文化的意义。本文介绍了这一初步调查的结果,并综合了每一类影响的现有证据。这种混合方法的目的是将这一相对较新的研究领域的研究和证据结合起来,并在上下文中呈现新的发现,为进一步的定性和定量研究奠定基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Interdisciplinary Science Reviews
Interdisciplinary Science Reviews 综合性期刊-综合性期刊
CiteScore
2.30
自引率
9.10%
发文量
20
审稿时长
>12 weeks
期刊介绍: Interdisciplinary Science Reviews is a quarterly journal that aims to explore the social, philosophical and historical interrelations of the natural sciences, engineering, mathematics, medicine and technology with the social sciences, humanities and arts.
×
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