AI in Education, Learner Control, and Human-AI Collaboration

被引:9
|
作者
Brusilovsky, Peter [1 ]
机构
[1] Univ Pittsburgh, Sch Comp & Informat, Pittsburgh, PA 15260 USA
关键词
Atificial intelligence; Human-centered AI; User control; Human-AI collaboration;
D O I
10.1007/s40593-023-00356-z
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
User control and human-AI collaboration are two related directions of research in the modern stream of work on human-centered AI. The field of AI in education was an early pioneer in this area of research, but now it lags behind the work on user control and human-AI collaboration in other areas of AI. This paper attempts to motivate further research on learner control and human-AI collaboration in educational applications of AI by presenting a review of the current work and comparing it with similar work in the field of recommender systems.
引用
下载
收藏
页码:122 / 135
页数:14
相关论文
共 50 条
  • [41] Preparing Future Designers for Human-AI Collaboration in Persona Creation
    Goel, Toshali
    Shaer, Orit
    Gu, Quan
    Delcourt, Catherine
    Cooper, Angel
    PROCEEDINGS OF THE 2ND ANNUAL MEETING OF THE SYMPOSIUM ON HUMAN-COMPUTER INTERACTION FOR WORK, CHIWORK 2023, 2023,
  • [42] REGROW: Reimagining Global Crowdsourcing for Better Human-AI Collaboration
    Alorwu, Andy
    Savage, Saiph
    van Berkel, Niels
    Ustalov, Dmitry
    Drutsa, Alexey
    Oppenlaender, Jonas
    Bates, Oliver
    Hettiachchi, Danula
    Gadiraju, Ujwal
    Goncalves, Jorge
    Hosio, Simo
    EXTENDED ABSTRACTS OF THE 2022 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, CHI 2022, 2022,
  • [43] Applications of Human-AI Collaboration: Insights from Theory and Practice
    Oeste-Reiß, Sarah
    Bittner, Eva
    Ebel, Philipp Alexander
    Söllner, Matthias
    Proceedings of the Annual Hawaii International Conference on System Sciences, 2022, 2022-January : 194 - 195
  • [44] Colorbo: Envisioned Mandala Coloring through Human-AI Collaboration
    Kim, Eunseo
    Hong, Jeongmin
    Lee, Hyuna
    Ko, Minsam
    IUI'22: 27TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES, 2022, : 15 - 26
  • [45] Understanding Choice Independence and Error Types in Human-AI Collaboration
    Erlei, Alexander
    Sharma, Abhinav
    Gadiraju, Ujwal
    PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2024, 2024,
  • [46] Human-AI Collaboration for UX Evaluation: Effects of Explanation and Synchronization
    Fan M.
    Yang X.
    Yu T.
    Liao Q.V.
    Zhao J.
    Proceedings of the ACM on Human-Computer Interaction, 2022, 6 (CSCW1)
  • [47] Applications of Human-AI Collaboration: Insights from Theory and Practice
    Söllner, Matthias
    Bittner, Eva
    Ebel, Philipp Alexander
    Oeste-Reiß, Sarah
    Proceedings of the Annual Hawaii International Conference on System Sciences, 2023, 2023-January
  • [48] Human-AI Collaboration Development: Interim Communication Rivalry of Generation
    Burukina, Olga
    ADVANCES IN ARTIFICIAL INTELLIGENCE, SOFTWARE AND SYSTEMS ENGINEERING, 2020, 965 : 70 - 82
  • [49] HUMAN-AI COLLABORATION FOR UNSUPERVISED CATEGORIZATION OF LIVE SURGICAL FEEDBACK
    Kocielnik, Rafal
    Yang, Cherine H.
    Ma, Runzhuo
    Wong, Elyssa Y.
    Chu, Timothy N.
    Kiyasseh, Dani
    Lin, Lydia
    Dadashian, Eman
    Wang, Jiayun
    Huang, Xiuzhen
    Anandkumar, Animashree
    Hung, Andrew J.
    JOURNAL OF UROLOGY, 2024, 211 (05): : E551 - E552
  • [50] Agree to disagree: the symmetry of burden of proof in human-AI collaboration
    Jongsma, Karin Rolanda
    Sand, Martin
    JOURNAL OF MEDICAL ETHICS, 2022, 48 (04) : 230 - 231