Human-in-the-loop machine learning: a state of the art

E Mosqueira-Rey, E Hernández-Pereira… - Artificial Intelligence …, 2023 - Springer
Researchers are defining new types of interactions between humans and machine learning
algorithms generically called human-in-the-loop machine learning. Depending on who is in …

Simulated learners in educational technology: A systematic literature review and a turing-like test

T Käser, G Alexandron - International Journal of Artificial Intelligence in …, 2024 - Springer
Simulation is a powerful approach that plays a significant role in science and technology.
Computational models that simulate learner interactions and data hold great promise for …

Artificial intelligent robots for precision education

X Chen, G Cheng, D Zou, B Zhong, H Xie - Educational Technology & …, 2023 - JSTOR
As a human-friendly system, the artificial intelligence (AI) robot is one of the critical
applications in promoting precision education. Alongside the call for humanity-oriented …

Oatutor: An open-source adaptive tutoring system and curated content library for learning sciences research

ZA Pardos, M Tang, I Anastasopoulos… - Proceedings of the …, 2023 - dl.acm.org
Despite decades long establishment of effective tutoring principles, no adaptive tutoring
system has been developed and open-sourced to the research community. The absence of …

Reinvigorating the discourse on human-centered artificial intelligence in educational technologies

A Renz, G Vladova - Technology Innovation Management Review, 2021 - timreview.ca
The increasing relevance of artificial intelligence (AI) applications in various domains has
led to high expectations of benefits, ranging from precision, efficiency, and optimization to …

VizProg: Identifying misunderstandings by visualizing students' coding progress

AG Zhang, Y Chen, S Oney - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Programming instructors often conduct in-class exercises to help them identify students that
are falling behind and surface students' misconceptions. However, as we found in interviews …

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 …

How Do UX Practitioners Communicate AI as a Design Material? Artifacts, Conceptions, and Propositions

KJK Feng, MJ Coppock, DW McDonald - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
UX practitioners (UXPs) face novel challenges when working with and communicating
artificial intelligence (AI) as a design material. We explore how UXPs communicate AI …

Addressing ux practitioners' challenges in designing ml applications: an interactive machine learning approach

KJK Feng, DW Mcdonald - … of the 28th International Conference on …, 2023 - dl.acm.org
UX practitioners face novel challenges when designing user interfaces for machine learning
(ML)-enabled applications. Interactive ML paradigms, like AutoML and interactive machine …

Impact of guidance and interaction strategies for LLM use on Learner Performance and perception

H Kumar, I Musabirov, M Reza, J Shi… - arXiv preprint arXiv …, 2023 - arxiv.org
Personalized chatbot-based teaching assistants can be crucial in addressing increasing
classroom sizes, especially where direct teacher presence is limited. Large language …