Recent years have seen a growing interest in investigating visitor engagement in science museums with multimodal learning analytics. Visitor engagement is a multidimensional process that unfolds temporally over the course of a museum visit. In this paper, we introduce a multimodal trajectory analysis framework for modeling visitor engagement with an interactive science exhibit for environmental sustainability.
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TEAM MEMBERS:
Andrew EmersonNathan HendersonWookhee MinJonathan RoweJames MinogueJames Lester
resourceresearchMuseum and Science Center Exhibits
In this paper, we introduce a Bayesian hierarchical modeling framework for predicting learner engagement with Future Worlds, a tabletop science exhibit for environmental sustainability.
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TEAM MEMBERS:
Andrew EmersonNathan HendersonJonathan RoweWookhee MinSeung LeeJames MinogueJames Lester
resourceevaluationMuseum and Science Center Exhibits
This document presents the final evaluation report for the NSF-funded AISL project: "Multimodal Visitor Analytics: Investigating Naturalistic Engagement with Interactive Tabletop Science Exhibits."
In this paper, we investigate bias detection and mitigation techniques to address issues of
algorithmic fairness in multimodal models of museum visitor visual attention.
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TEAM MEMBERS:
Halim AcostaNathan HendersonJonathan RoweWookhee MinJames MinogueJames Lester
resourceresearchMuseum and Science Center Exhibits
Oregon State University (OSU) will facilitate a Polar STEAM (Science, Technology, Engineering, Arts and Mathematics) program that aims to increase the impact and visibility of polar science by integrating arts- and education-based elements into the polar science research setting.
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TEAM MEMBERS:
Julie RisienKim BernardSusan Roberta RowePeter Betjemann
This guidebook will help you plan your action project. The initial brainstorm pages will help you consider where to start, and the Action Project Framework will navigate you through steps to get to your destination: the completion of your project!
This project focuses on environmental health literacy and will explore the extent to which diverse rural and urban youth in an out-of-school STEM enrichment program exhibit gains in environmental health literacy while engaged in learning and teaching others about community resilience in the face of changing climates. Science centers and museums provide unique opportunities for youth to learn about resilience, because they bring community members together to examine the ways that current science influences local decisions. In this project, teams of participating youth will progress through four learning modules that explore the impacts of changing climates on local communities, the local vulnerabilities and risks associated with those changes, possible mitigation and adaptation strategies, and building capacities for communities to become climate resilient. After completion of these modules, participating youth will conduct a resilience-focused action project. Participants will be encouraged to engage peers, families, friends, and other community stakeholders in the design and implementation of their projects, and they will gain experience in accessing local climate and weather data, and in sharing their findings through relevant web portals. Participants will also use various sensors and web-based tools to collect their own data.
This study is guided by three research questions: 1) To what extent do youth develop knowledge, skills, and self- efficacy for developing community resilience (taken together, environmental health literacy in the context of resilience) through participation in museum-led, resilience-focused programming? 2) What program features and settings foster these science learning outcomes? And 3) How does environmental health literacy differ among rural and urban youth, and what do any differences imply for project replication? Over a two- year period, the project will proceed in six stages: a) Materials Development during the first year, b) Recruitment and selection of youth participants, c) Summer institute (six days), d) Workshops and field experiences during the school year following the summer institute, e) Locally relevant action projects, and f) End- of-program summit (one day). In pursuing answers to the research questions, a variety of data sources will be used, including transcripts from youth focus groups and educator interviews, brief researcher reflections of each focus group and interview, and a survey of resilience- related knowledge. Quantitative data sources will include a demographic survey and responses to a self-efficacy instrument for adolescents. The project will directly engage 32 youth, together with one parent or guardian per youth. The study will explore the experiences of rural and urban youth of high school age engaged in interactive, parallel programming to enable the project team to compare and contrast changes in environmental health literacy between rural and urban participants. It is anticipated that this research will advance knowledge of how engagement of diverse youth in informal learning environments influences understanding of resilience and development of environmental health literacy, and it will provide insights into the role of partnerships between research universities and informal science centers in focusing on community resilience.