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Educational Assessment, Evaluation, and Research
Instructional Technology and Learning Sciences Faculty Publications
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- AI (1)
- AI-based tutoring software (1)
- Artificial intelligence (1)
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Articles 1 - 6 of 6
Full-Text Articles in Education
"The Village That Learns": A Learning Journey Across Intraventions And Domains Over Two Decades In A Rural Thai Community, Deborah A. Fields, Luis Morales-Navarro, Paulo Blikstein
"The Village That Learns": A Learning Journey Across Intraventions And Domains Over Two Decades In A Rural Thai Community, Deborah A. Fields, Luis Morales-Navarro, Paulo Blikstein
Instructional Technology and Learning Sciences Faculty Publications
What does it mean to become a village that learns? In this paper we document the transformative learning journey of a small Thai village over 24 years, becoming a community that identified, tackled, and iterated on problems, altering their everyday practices and lives. In that process the village shifted from a subsistence agricultural community staggeringly in debt to one known for its sustainable environmental, agricultural, and financial initiatives. To understand the village’s learning journey, we consider the village itself as the primary unit of analysis, applying an iterative case study approach, with chronological sequencing, thematic, and biographical narrative analysis …
A Dashboard To Support Teachers During Students’ Self-Paced Ai-Supported Problem-Solving Practice, Vincent Aleven, Jori Blankestijn, Luettamae Lawrence, Tomohiro Nagashima, Niels Taatgen
A Dashboard To Support Teachers During Students’ Self-Paced Ai-Supported Problem-Solving Practice, Vincent Aleven, Jori Blankestijn, Luettamae Lawrence, Tomohiro Nagashima, Niels Taatgen
Instructional Technology and Learning Sciences Faculty Publications
Past research has yielded ample knowledge regarding the design of analytics-based tools for teachers and has found beneficial effects of several tools on teaching and learning. Yet there is relatively little knowledge regarding the design of tools that support teachers when a class of students uses AI-based tutoring software for self-paced learning. To address this challenge, we conducted design-based research with 20 middle school teachers to create a novel real-time dashboard, Tutti, that helps a teacher monitor a class and decide which individual students to help, based on analytics from students’ tutoring software. Tutti is fully implemented and has been …
Positionality: The Interplay Of Space, Context And Identity, Rebecca Y. Bayeck
Positionality: The Interplay Of Space, Context And Identity, Rebecca Y. Bayeck
Instructional Technology and Learning Sciences Faculty Publications
This article considers the way in which positionality shifts and is formed during a cross-cultural study to reveal the complexity of the insider-outsider status. As a researcher in a male-dominated game setting, I reflect on the research process and my interactions with participants to show the interplay of space, context, and identity in shaping a researcher’s status. I discuss the process of gaining access to the research site and participants, and data collection in relation to space, context, and identity. The interaction of my identities with space, and context informed my status at various moments. This interplay constructs a complex …
Co-Designing Ai-Based Orchestration Tools To Support Dynamic Transitions: Design Narratives Through Conjecture Mapping, Luettamae Lawrence, Boyuan Guo, Kexin Yang, Vanessa Echeverria, Zimmy Kang, Vikrant Bathala, Christina Li
Co-Designing Ai-Based Orchestration Tools To Support Dynamic Transitions: Design Narratives Through Conjecture Mapping, Luettamae Lawrence, Boyuan Guo, Kexin Yang, Vanessa Echeverria, Zimmy Kang, Vikrant Bathala, Christina Li
Instructional Technology and Learning Sciences Faculty Publications
Dynamically transitioning between individual and collaborative learning has been hypothesized to have positive effects, such as providing the optimal learning mode based on students’ needs. There are, however, challenges in orchestrating these transitions in real-time while managing a classroom of students. AI-based orchestration tools have the potential to alleviate some of the orchestration load for teachers. In this study, we describe a sequence of three design sessions with teachers where we refine prototypes of an orchestration tool to support dynamic transitions. We leverage design narratives and conjecture mapping for the design of our novel orchestration tool. Our contributions include the …
Mapping The Complexities And Benefits Of Research-Design Partnerships, Emma Mercier, Luettamae Lawrence, June Ahn, Christopher Wegemer, Maya Benichou, Yael Kali, Yotam Hod, Marcela Borge, Kimberley Gomez, Ung-Sang Lee, Susan Mckenney, Cindy Poortman, Paula Arce-Trigatti, Britte Haugan Cheng
Mapping The Complexities And Benefits Of Research-Design Partnerships, Emma Mercier, Luettamae Lawrence, June Ahn, Christopher Wegemer, Maya Benichou, Yael Kali, Yotam Hod, Marcela Borge, Kimberley Gomez, Ung-Sang Lee, Susan Mckenney, Cindy Poortman, Paula Arce-Trigatti, Britte Haugan Cheng
Instructional Technology and Learning Sciences Faculty Publications
Increasingly our field is recognizing the necessity of close, collaborative relationships with educators, policy makers, students and other potential stakeholders if our design and research work is to have a lasting and more equitable impact on education. However, this work is not easy or quick, and we lack both detailed examples of how it is done and training for new (and current) scholars in how to do it. This symposium brings together a group of scholars who actively engage in RPPs and DBIR in order to highlight the lessons that have been learned and extend our discourse into the realities …
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.