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resource project Museum and Science Center Exhibits
This Integrating Research and Practice project leverages museum exhibits as unique family learning spaces to promote community engagement in critical climate change conversations.
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TEAM MEMBERS: Cecilia Nguyen Nelda Reyes Garcia
resource evaluation Museum and Science Center Exhibits
This project includes the development of a toolkit of new hands-on facilitated museum activities, and a mobile app with both app-based activities and do-it-yourself (DIY) activities. This evaluation report focuses on the formative evaluation of three app activities that are being added to the DIY app series. 
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resource evaluation Exhibitions
This project includes the development of a toolkit of new hands-on facilitated museum activities, and a mobile app with both app-based activities and DIY activities. The toolkit expands on the Explore Science series from the NISE Network and will be distributed to 350 NISE Network partner sites. This evaluation report focuses on the formative evaluation of the facilitated museum activities at the Science Museum of Minnesota. 
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resource project Museum and Science Center Exhibits
Researchers at Arizona State University (ASU), in partnership with the Smithsonian Museum on Main Street (MoMS), the Arizona Science Center, and eight tribal and rural museum sites around Arizona, will help educate and empower communities living in the Desert Southwest on water sustainability issues through the creation of WaterSIMmersion, a mixed reality (MR) educational game and accompanying museum exhibit.
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TEAM MEMBERS: Claire Lauer Scotty Craig Mina Johnson-Glenberg Michelle Hale
resource project Museum and Science Center Exhibits
This project builds on an NSF-funded program which engaged youth in the creation of art-science experiences that use the biology and the experiences of migratory birds as a means for communicating the impact of a changing climate.
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TEAM MEMBERS: Rebecca Safran Shawhin Roudbari Mary Osnes
resource project Museum and Science Center Exhibits
Historically, many informal learning institutions have not accounted for neurological differences as they planned learning experiences, or they have offered separate programming for autistic individuals to accommodate sensory or behavioral differences. This project will address the limitations of these previous approaches by developing and testing neurodiversity-affirming guidelines for engineering programs in museums and science centers.
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TEAM MEMBERS: Susan Letourneau Sylvia Perez Wendy Martin
resource research Exhibitions
This analysis examines how assembly-style making activities support creative expression and early engineering learning. We suggest makerspace designers and educators consider include assembly-style making activities in the mix of options available to support makers who are less comfortable with making initially.
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TEAM MEMBERS: Marjorie Bequette Sarah Lukowski Bette Schmit
resource evaluation Exhibitions
Kera Collective led a front-end evaluation to support the reimagining of When Things Get Moving, a hands-on science exhibition at the Science Center of Iowa designed to support intergenerational groups of visitors in learning about physics, force, and motion.  
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TEAM MEMBERS: Cathy Sigmond Stephanie Downey Lina Bhatti
resource research Museum and Science Center Exhibits
When museums talk about impacts, they often refer to the educational, economic, and social dimensions of impact. Of the three, social impact is perhaps the most difficult and elusive to measure with data-based evidence. At this pivotal time in history, advocating for museums, their staff, their collections, and their programs is more important than ever.
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TEAM MEMBERS: Michelle Mileham Emily Johnson Kari Ross Nelson
resource research Museum and Science Center Exhibits
Recent advances in multimodal learning analytics show significant promise for addressing these challenges by combining multi-channel data streams from fully-instrumented exhibit spaces with multimodal machine learning techniques to model patterns in visitor experience data. We describe initial work on the creation of a multimodal learning analytics framework for investigating visitor engagement with a game-based interactive surface exhibit for science museums called Future Worlds.
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TEAM MEMBERS: Jonathan Rowe Wookhee Min Seung Lee Bradford Mott James Lester
resource research Museum and Science Center Exhibits
Multimodal models often utilize video data to capture learner behavior, but video cameras are not always feasible, or even desirable, to use in museums. To address this issue while still harnessing the predictive capacities of multimodal models, we investigate adversarial discriminative domain adaptation for generating modality-invariant representations of both unimodal and multimodal data captured from museum visitors as they engage with interactive science museum exhibits.
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TEAM MEMBERS: Nathan Henderson Wookhee Min Andrew Emerson Jonathan Rowe Seung Lee James Minogue James Lester
resource research Museum and Science Center Exhibits
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 Emerson Nathan Henderson Wookhee Min Jonathan Rowe James Minogue James Lester