Approaches for Weaving Responsible Computing into Data Structures and Algorithms Courses

Kathi Fisler, Sorelle A. Friedler, Kevin Lin, S. Venkatasubramanian
{"title":"Approaches for Weaving Responsible Computing into Data Structures and Algorithms Courses","authors":"Kathi Fisler, Sorelle A. Friedler, Kevin Lin, S. Venkatasubramanian","doi":"10.1145/3478432.3499222","DOIUrl":null,"url":null,"abstract":"Many efforts are underway to have computing curricula prepare students to anticipate adverse social impacts of computing. Much of the attention currently focuses on introductory CS courses and machine learning courses, often framed around bias that arises around algorithmic decision-making systems. The presenters on this panel have instead focused on ways to weave responsible-computing content into data structures and introductory algorithms courses. They have done so at different levels, ranging from second-semester introductory courses (so-called CS2) up through upper-undergraduate or early graduate courses. Each panelist will describe their perspective on how responsible computing fits into their course and present an illustrative assignment or lecture from their course. The goal of the session is to inspire other CS faculty to work similar content into corresponding courses at their own institutions, while also fostering a community of practice for responsible computing in core CS courses beyond machine learning.","PeriodicalId":113773,"journal":{"name":"Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3478432.3499222","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Many efforts are underway to have computing curricula prepare students to anticipate adverse social impacts of computing. Much of the attention currently focuses on introductory CS courses and machine learning courses, often framed around bias that arises around algorithmic decision-making systems. The presenters on this panel have instead focused on ways to weave responsible-computing content into data structures and introductory algorithms courses. They have done so at different levels, ranging from second-semester introductory courses (so-called CS2) up through upper-undergraduate or early graduate courses. Each panelist will describe their perspective on how responsible computing fits into their course and present an illustrative assignment or lecture from their course. The goal of the session is to inspire other CS faculty to work similar content into corresponding courses at their own institutions, while also fostering a community of practice for responsible computing in core CS courses beyond machine learning.
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
将负责任的计算编织到数据结构和算法课程中的方法
许多努力正在进行中,使计算机课程使学生准备好预测计算机的不利社会影响。目前,大部分注意力都集中在计算机科学入门课程和机器学习课程上,这些课程往往围绕着算法决策系统产生的偏见。这个小组的主讲人转而关注如何将负责任计算内容编织到数据结构和算法入门课程中。他们在不同的阶段都这样做,从第二学期的入门课程(所谓的CS2)到本科高年级或研究生早期课程。每个小组成员将描述他们对如何将负责任的计算融入他们的课程的看法,并从他们的课程中提出一个说明性的作业或讲座。会议的目标是激励其他计算机科学教师在他们自己的机构中将类似的内容应用到相应的课程中,同时在机器学习之外的核心计算机科学课程中培养一个负责任计算的实践社区。
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
自引率
0.00%
发文量
0
期刊最新文献
Community Input and Engagement for CS202x: Data Management The Development of Computational Thinking in Computing Higher Education Understanding and Tracking Computing Instructor Identity The Effect of Animations Using Real-world Analogies on Diverse Computer Systems Students SIGCSE Reads 2022: Using Challenging Stories in your Classroom
×
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