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 …
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 …
Computational models that simulate learner interactions and data hold great promise for …
Artificial intelligent robots for precision education
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 …
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
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 …
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
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 …
led to high expectations of benefits, ranging from precision, efficiency, and optimization to …
VizProg: Identifying misunderstandings by visualizing students' coding progress
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 …
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
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 …
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 …
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 …
(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
Personalized chatbot-based teaching assistants can be crucial in addressing increasing
classroom sizes, especially where direct teacher presence is limited. Large language …
classroom sizes, especially where direct teacher presence is limited. Large language …