人工智能增强的自适应辅助技术(AATs)的启发和移情

Nora McDonald, Aaron Massey, Foad Hamidi
{"title":"人工智能增强的自适应辅助技术(AATs)的启发和移情","authors":"Nora McDonald, Aaron Massey, Foad Hamidi","doi":"10.54337/ojs.jpblhe.v11i2.7667","DOIUrl":null,"url":null,"abstract":"Efforts to include people with disabilities in design education are difficult to scale, and dynamics of participation need to be carefully planned to avoid putting unnecessary burdens on users. However, given the scale of emerging AI-enhanced technologies and their potential for creating new vulnerabilities for marginalized populations, new methods for generating empathy and self-reflection in technology design students (as the future creators of such technologies) are needed. We report on a study with Information Systems graduate students where they used a participatory elicitation toolkit to reflect on two cases of end-user privacy perspectives towards AI-enhanced tools in the age of surveillance capitalism: their own when using tools to support learning, and those of older adults using AI-enhanced adaptive assistive technologies (AATs) that help with pointing and typing difficulties. In drawing on the experiences of students with intersectional identities, our exploratory study aimed to incorporate intersectional thinking in privacy elicitation and further understand its role in enabling sustainable, inclusive design practice and education. While aware of the risks to their own privacy and the role of identity and power in shaping experiences of bias, students who used the toolkit were more sanguine about risks faced by AAT users—assuming more data equates to better technology. Our tool proved valuable for eliciting reflection but not empathy.","PeriodicalId":30535,"journal":{"name":"Journal of Problem Based Learning in Higher Education","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elicitation and Empathy with AI-enhanced Adaptive Assistive Technologies (AATs)\",\"authors\":\"Nora McDonald, Aaron Massey, Foad Hamidi\",\"doi\":\"10.54337/ojs.jpblhe.v11i2.7667\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Efforts to include people with disabilities in design education are difficult to scale, and dynamics of participation need to be carefully planned to avoid putting unnecessary burdens on users. However, given the scale of emerging AI-enhanced technologies and their potential for creating new vulnerabilities for marginalized populations, new methods for generating empathy and self-reflection in technology design students (as the future creators of such technologies) are needed. We report on a study with Information Systems graduate students where they used a participatory elicitation toolkit to reflect on two cases of end-user privacy perspectives towards AI-enhanced tools in the age of surveillance capitalism: their own when using tools to support learning, and those of older adults using AI-enhanced adaptive assistive technologies (AATs) that help with pointing and typing difficulties. In drawing on the experiences of students with intersectional identities, our exploratory study aimed to incorporate intersectional thinking in privacy elicitation and further understand its role in enabling sustainable, inclusive design practice and education. While aware of the risks to their own privacy and the role of identity and power in shaping experiences of bias, students who used the toolkit were more sanguine about risks faced by AAT users—assuming more data equates to better technology. Our tool proved valuable for eliciting reflection but not empathy.\",\"PeriodicalId\":30535,\"journal\":{\"name\":\"Journal of Problem Based Learning in Higher Education\",\"volume\":\"72 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Problem Based Learning in Higher Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.54337/ojs.jpblhe.v11i2.7667\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Problem Based Learning in Higher Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54337/ojs.jpblhe.v11i2.7667","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 0

摘要

将残障人士纳入设计教育的努力很难扩大规模,并且需要仔细规划参与的动态,以避免给用户带来不必要的负担。然而,鉴于新兴的人工智能增强技术的规模及其对边缘化人群造成新的脆弱性的潜力,需要在技术设计专业的学生(作为此类技术的未来创造者)中产生同理心和自我反思的新方法。我们报告了一项对信息系统研究生的研究,他们使用参与式启发工具箱来反思在监控资本主义时代,终端用户对人工智能增强工具的隐私观点的两个案例:他们自己使用工具来支持学习,以及老年人使用人工智能增强的自适应辅助技术(aat)来帮助解决指向和打字困难。通过借鉴具有交叉身份的学生的经验,我们的探索性研究旨在将交叉思维纳入隐私启发,并进一步了解其在实现可持续、包容性设计实践和教育中的作用。虽然意识到自己隐私的风险,以及身份和权力在形成偏见经历中的作用,但使用工具包的学生对AAT用户面临的风险更为乐观——假设更多的数据等同于更好的技术。事实证明,我们的工具在引发反思方面很有价值,但在引发同理心方面却没有价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Elicitation and Empathy with AI-enhanced Adaptive Assistive Technologies (AATs)
Efforts to include people with disabilities in design education are difficult to scale, and dynamics of participation need to be carefully planned to avoid putting unnecessary burdens on users. However, given the scale of emerging AI-enhanced technologies and their potential for creating new vulnerabilities for marginalized populations, new methods for generating empathy and self-reflection in technology design students (as the future creators of such technologies) are needed. We report on a study with Information Systems graduate students where they used a participatory elicitation toolkit to reflect on two cases of end-user privacy perspectives towards AI-enhanced tools in the age of surveillance capitalism: their own when using tools to support learning, and those of older adults using AI-enhanced adaptive assistive technologies (AATs) that help with pointing and typing difficulties. In drawing on the experiences of students with intersectional identities, our exploratory study aimed to incorporate intersectional thinking in privacy elicitation and further understand its role in enabling sustainable, inclusive design practice and education. While aware of the risks to their own privacy and the role of identity and power in shaping experiences of bias, students who used the toolkit were more sanguine about risks faced by AAT users—assuming more data equates to better technology. Our tool proved valuable for eliciting reflection but not empathy.
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
CiteScore
0.70
自引率
0.00%
发文量
10
审稿时长
12 weeks
期刊最新文献
Problem-Based Learning and Engineering Education for Sustainability How to Become the Instructive Fool Examining the Application of a Similar Problem-Based Learning Procedure in Teacher Education and Engineering Education Programs General Problem-solving Skills Can be Enhanced by Short-time Use of Problem-Based Learning (PBL) Problem-Based Learning Approach Facilitating Sustainable Waste Management
×
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