Teaching undergraduate data science for information schools

IF 0.7 Q3 INFORMATION SCIENCE & LIBRARY SCIENCE EDUCATION FOR INFORMATION Pub Date : 2020-07-03 DOI:10.3233/efi-200372
Loni Hagen
{"title":"Teaching undergraduate data science for information schools","authors":"Loni Hagen","doi":"10.3233/efi-200372","DOIUrl":null,"url":null,"abstract":"Using the Conway model of data science education as a guide, this paper introduces a model for undergraduate data science education for information schools. The core idea of the suggested model is that data science programs in information schools are unique due to their particular substantive expertise, which includes data management, information behavior, and ethics. This paper also suggests that, to create a data science program within an information school, it may be useful to expand curriculums by adding programming, statistics, and machine learning requirements.","PeriodicalId":51668,"journal":{"name":"EDUCATION FOR INFORMATION","volume":"36 1","pages":"109-117"},"PeriodicalIF":0.7000,"publicationDate":"2020-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.3233/efi-200372","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"EDUCATION FOR INFORMATION","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3233/efi-200372","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
引用次数: 2

Abstract

Using the Conway model of data science education as a guide, this paper introduces a model for undergraduate data science education for information schools. The core idea of the suggested model is that data science programs in information schools are unique due to their particular substantive expertise, which includes data management, information behavior, and ethics. This paper also suggests that, to create a data science program within an information school, it may be useful to expand curriculums by adding programming, statistics, and machine learning requirements.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
为信息学院教授本科生数据科学
以数据科学教育的Conway模型为指导,介绍了信息学院本科数据科学教育的模型。所建议模型的核心思想是,信息学校的数据科学课程是独一无二的,因为它们具有特定的实质性专业知识,包括数据管理、信息行为和道德。本文还建议,为了在信息学校创建数据科学课程,通过增加编程、统计学和机器学习要求来扩展课程可能是有用的。
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 去求助
来源期刊
EDUCATION FOR INFORMATION
EDUCATION FOR INFORMATION INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
1.70
自引率
11.10%
发文量
17
期刊介绍: Information is widely recognized as a vital resource in economic development. The skills of information handling traditionally associated with libraries, are now in great demand in all sectors, including government, business and commerce. The education and training of information professionals is, therefore, an issue of growing significance. Education for Information has been since 1983 a forum for debate and discussion on education and training issues in the sphere of information handling. It includes refereed full-length articles and short communications on matters of current concern to educators and practitioners alike. Its News section reports on significant activities and events in the international arena.
期刊最新文献
Data sharing in academic publications: The case of education journals Information everywhere: Introduction to the special issue of LIDA 2023 (Libraries in the Digital Age) conference: Issue 1 Obituary: Pierre Pluye 1962–2023 Information everywhere: Introduction to the special issue of LIDA 2023 (Libraries in the Digital Age) conference: Issue 2 Digital privacy and data protection knowledge and skills of university students in Croatia: Preliminary findings
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1