Algorithmic bias in education

RS Baker, A Hawn - International Journal of Artificial Intelligence in …, 2022 - Springer
In this paper, we review algorithmic bias in education, discussing the causes of that bias and
reviewing the empirical literature on the specific ways that algorithmic bias is known to have …

Revisiting reflection in hci: Four design resources for technologies that support reflection

M Bentvelzen, PW Woźniak, PSF Herbes… - Proceedings of the …, 2022 - dl.acm.org
Reflection is a commonly addressed design goal in commercial systems and in Human-
Computer Interaction (HCI) research. Yet, it is still unclear what tools are at the disposal of …

[HTML][HTML] Towards a better understanding of the role of visualization in online learning: A review

G Zhang, Z Zhu, S Zhu, R Liang, G Sun - Visual Informatics, 2022 - Elsevier
With the popularity of online learning in recent decades, MOOCs (Massive Open Online
Courses) are increasingly pervasive and widely used in many areas. Visualizing online …

Toward asset-based instruction and assessment in artificial intelligence in education

J Ocumpaugh, RD Roscoe, RS Baker, S Hutt… - International Journal of …, 2024 - Springer
The artificial intelligence in education (AIED) community has produced technologies that are
widely used to support learning, teaching, assessment, and administration. This work has …

Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students

C Zheng, K Yuan, B Guo, R Hadi Mogavi… - Proceedings of the CHI …, 2024 - dl.acm.org
Students' increasing use of Artificial Intelligence (AI) presents new challenges for assessing
their mastery of knowledge and skills in project-based learning (PBL). This paper introduces …

[HTML][HTML] A survey of visual analytics techniques for online education

X Kui, N Liu, Q Liu, J Liu, X Zeng, C Zhang - Visual Informatics, 2022 - Elsevier
Visual analytics techniques are widely utilized to facilitate the exploration of online
educational data. To help researchers better understand the necessity and the efficiency of …

Persua: A visual interactive system to enhance the persuasiveness of arguments in online discussion

M Xia, Q Zhu, X Wang, F Nie, H Qu, X Ma - Proceedings of the ACM on …, 2022 - dl.acm.org
Persuading people to change their opinions is a common practice in online discussion
forums on topics ranging from political campaigns to relationship consultation. Enhancing …

Evaluating gaming detector model robustness over time

N Levin, R Baker, N Nasiar, F Stephen… - Proceedings of the 15th …, 2022 - par.nsf.gov
Research into" gaming the system" behavior in intelligent tutoring systems (ITS) has been
around for almost two decades, and detection has been developed for many ITSs. Machine …

[PDF][PDF] The Current Trade-off Between Privacy and Equity in Educational Technology

RS Baker - The Economics of Equity in K-12 Education …, 2023 - researchgate.net
Abstract/Synopsis Current educational technologies can be very effective at improving
learning outcomes and student engagement. These technologies increasingly rely upon …

[PDF][PDF] Learning engineering: A view on where the field is at, where it's going, and the research needed

RS Baker, U Boser, EL Snow - 2022 - assets.pubpub.org
Although the idea of learning engineering dates back to the 1960s, there has been an
explosion of interest in the area in the last decade. This interest has been driven by an …