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Designing Hybrid Human-Ai Orchestration Tools For Individual And Collaborative Activities: A Technology Probe Study, Vanessa Echeverria, Kexin Yang, Luettamae Lawrence, Nikol Rummel, Vincent Aleven
Designing Hybrid Human-Ai Orchestration Tools For Individual And Collaborative Activities: A Technology Probe Study, Vanessa Echeverria, Kexin Yang, Luettamae Lawrence, Nikol Rummel, Vincent Aleven
Instructional Technology and Learning Sciences Faculty Publications
Combining individual and collaborative learning is common, but dynamic combinations (which happen as-the-need arises, rather than in pre-planned ways, and may happen on an individual basis) are rare. This work reports findings from a technology probe study exploring alternative designs for classroom co-orchestration support for dynamically transitioning between individual and collaborative learning. The study involved 1) a technology-probe classroom study in an authentic, AI-supported classroom to understand teachers' and students' needs for co-orchestration support over dynamic transitions; and 2) workshops and interviews with students and teachers to get informed feedback about their lived experiences. 118 students and three teachers from …
Ai And Ambitious Learning Practices, Cindy E. Hmelo-Silver, Sadhana Puntambekar, Krista Glazewski, Luettamae Lawrence, Nikol Rummel, Vincent Aleven, Gautam Biswas, Suraj Uttamchandani, Asmalina Saleh, Haesol Bae, Thomas Brush, Bradford Mott, James Lester, William Goss, Dana Gnesdilow, Rebecca Passonneau, Purushartha Singh, Chanmin Kim, Marcelo Worsley
Ai And Ambitious Learning Practices, Cindy E. Hmelo-Silver, Sadhana Puntambekar, Krista Glazewski, Luettamae Lawrence, Nikol Rummel, Vincent Aleven, Gautam Biswas, Suraj Uttamchandani, Asmalina Saleh, Haesol Bae, Thomas Brush, Bradford Mott, James Lester, William Goss, Dana Gnesdilow, Rebecca Passonneau, Purushartha Singh, Chanmin Kim, Marcelo Worsley
Instructional Technology and Learning Sciences Faculty Publications
This symposium will provide opportunities for discussion about how Artificial Intelligence can support ambitious learning practices in CSCL. To the extent that CSCL can be a lever for educational equitable educational change, AI needs to be able to support the kinds of practices that afford agency to students and teachers. However, AI also brings to the fore the need to consider equity and ethics. This interactive session will provide opportunities to discuss these issues in the context of the examples presented here.
Engaging Everyday Science Knowledge To Help Make Sense Of Data, Susan B. Kelly, Luettamae Lawrence, Emma Mercier
Engaging Everyday Science Knowledge To Help Make Sense Of Data, Susan B. Kelly, Luettamae Lawrence, Emma Mercier
Instructional Technology and Learning Sciences Faculty Publications
Making sense of data to inform decisions is an important skill emphasized in current curriculum documents (NRC, 2012). Making sense of data through personal experiences and prior knowledge is one way that students can begin to understand multiple and unfamiliar data sources. This paper examines how middle school students used different data sources when engaged in a collaborative problem solving activity using a multi-touch table during classroom science instruction. In this study, we found that students made personal connections when talking about data. Students engaged in data talk across all conversation quality levels, but the ways students interacted and talked …