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
Through the T523: Formative Evaluation for Educational Product Development course, our team conducted a semester-long formative evaluation for the Museum of Science, Boston (MoS) Gaia Exhibit. The Gaia Exhibit (Gaia) is a new, temporary art installation located in the MoS’s Blue Wing exhibition hall. Gaia that strives to inspire appreciation for the earth and climate change awareness. The exhibit displays imagery of the Earth’s surface on a twenty feet diameter, three-dimensional globe. Additional exhibit elements include projected questions on the floor to prompt reflection and exhibit-
The Arboretum at Flagstaff will complete an interactive outdoor exhibition to provide relevant and science-based climate change information to its northern Arizona audience, as well as visitors from throughout the state. Project activities include the addition of three kiosks to the climate change exhibition; developing standards-based curriculum guides for educators to assist them with both onsite and classroom instruction for students in grades 6-8; and the development of new webpage interfaces designed to make data files and curriculum guides readily available. The climate change center will engage students and general audiences in the STEM components of real-time climate change research, interpretation, and mitigation.
This critical discourse analysis examined climate change denial books intended for children and parents as examples of pseudo-educational materials reproduced within the conservative echo chamber in the United States. Guided by previous excavations in climate change denial discourses, we identified different types of skepticism, policy frames, contested scientific knowledge, and uncertainty appeals. Findings identify the ways these children's books introduced a logic of non-problematicity about environmental problems bolstered by contradictory forms of climate change skepticism and polarizing
Research shows that news consumption plays a positive role in youths' environmental engagement. This article examines if this also holds true for sceptics by comparing Swedish climate change sceptics with non-sceptical youngsters in their early and late adolescence. We conceptualise news consumption as foci of public connection and orientation rather than a source of environmental information. The results show that in their early teens, heavy news consumers among both sceptics and non-sceptics are indeed more engaged with environmental issues than their less news-oriented peers. However, in
This NOVA multiplatform media initiative consisted of a 2-hour nationally broadcast PBS documentary, Polar Extremes; a 10-part original digital series, Antarctic Extremes; an interactive game, Polar Lab; accompanying polar-themed digital shorts, radio stories, text reporting, and social media content; a collection of educational resources on PBS LearningMedia; and community screening events and virtual field trips for science classrooms. Across multiple media platforms the project’s video content had nearly 13 million views.
The research explored the potential for informal STEM learning
Polar Literacy: A model for youth engagement and learning will foster public engagement with polar science. The project targets middle-school aged underserved youth and polar research scientists, with the goal to increase youth interest in and understanding of Polar Regions, and to hone researchers' science communication skills. The project will develop affordable and replicable ways of bringing polar education to informal learning environments, extend our understanding of how polar education initiatives can be delivered to youth with maximum effect, and design a professional development model to improve the capacity for Polar Region researchers to craft meaningful broader impact activities. Polar Literacy will create and test a model which combines direct participation by scientists in after-school settings, with the use of curated polar research data sets and data visualization tools to create participatory learning experiences for youth. Beyond the life of the project funding, many of the project deliverables (including kits, videos, and other resources) will continue to be used and disseminated online and in person through ongoing work of project collaborators.
Polar Literacy: A model for youth engagement and learning will advance the understanding of informal learning environments while leveraging the rich interdisciplinary resources from polar investments made by the National Science Foundation (NSF). The project's key audiences -- polar researchers, informal educators, and out-of-school time (OST) youth in grades 4-7 (ages 9-13) -- will connect through both place-based and internet-based experiences and work collaboratively to generate a flexible, scalable, and transferable education model. The project will 1) design OST kits and resource guides (focused on Polar Literacy Principles) and include "Concept in a Minute" videos designed to highlight enduring ideas, 2) provide professional development for informal educators, 3) synthesize a club model through adaptation of successful facets of existing informal learning programs, and 4) create Data Jam events for the OST Special Interest (SPIN) clubs and camp programs by modifying an existing formal education model. A research design, implemented at four nodes over three years, will answer three research questions to evaluate the impact of professional development on informal educators, as well as the impact of programs on youth, and the effectiveness of the model. In addition to the project team and collaborators who are informal education practitioners, an advisory board composed of experts in youth programming, informal education, and evaluation will guide the project to ensure that it advances the body of informal STEM learning research.
Polar Literacy is an Advancing Informal STEM Learning (AISL) Innovations in Development project in response to the Dear Colleague Letter: Support for Engaging Students and the Public in Polar Research (NSF 18-103). Polar Literacy is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM (Science, Technology, Engineering, Mathematics) learning in informal environments. This project has co-funding support from the Antarctic section of the Office of Polar Programs.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS:
Janice McDonnellOscar SchofieldCharles LichtenwalnerJason Cervenec
‘6 Degrees of Connection’ is an informative and memorable program that combines a one-hour Science On a Sphere® interactive presentation with a follow-up creative art activity – each aspect of which encourages middle school students to think of interconnections among phenomena on the planet, including the natural world and human activity.
The ‘6 Degrees of Connection’ program was developed by the Nurture Nature Center (Easton PA) in collaboration with the Maryland Science Center (Baltimore MD) through an extensive process of developing the concept, prototypes, and final program. Lehigh
Antarctic Dinosaurs: A Giant Screen Film and Outreach Project aims to leverage the popularity and charisma of dinosaurs to draw museum audiences into a captivating educational journey, revealing the history and transformation of Antarctica and the planet’s polar ecosystems, and exploring the forces that continue to shape the continent. In addition to bringing to life a wealth of unfamiliar dinosaurs, amphibians and proto-mammals, this project will journey beyond the bones to reveal a more nuanced, multi-disciplinary interpretation of paleontology and Antarctica’s profound changes.
Centered