This INSPIRE award is partially funded by the Cyber-Human Systems Program in the Division of Information and Intelligent Systems in the Directorate for Computer Science and Engineering, the Gravitational Physics Program in the Division of Physics in the Directorate for Mathematical and Physical Sciences, and the Office of Integrative Activities.
This innovative project will develop a citizen science system to support the Advanced Laser Interferometer Gravitational wave Observatory (aLIGO), the most complicated experiment ever undertaken in gravitational physics. Before the end of this decade it will open up the window of gravitational wave observations on the Universe. However, the high detector sensitivity needed for astrophysical discoveries makes aLIGO very susceptible to noncosmic artifacts and noise that must be identified and separated from cosmic signals. Teaching computers to identify and morphologically classify these artifacts in detector data is exceedingly difficult. Human eyesight is a proven tool for classification, but the aLIGO data streams from approximately 30,000 sensors and monitors easily overwhelm a single human. This research will address these problems by coupling human classification with a machine learning model that learns from the citizen scientists and also guides how information is provided to participants. A novel feature of this system will be its reliance on volunteers to discover new glitch classes, not just use existing ones. The project includes research on the human-centered computing aspects of this sociocomputational system, and thus can inspire future citizen science projects that do not merely exploit the labor of volunteers but engage them as partners in scientific discovery. Therefore, the project will have substantial educational benefits for the volunteers, who will gain a good understanding on how science works, and will be a part of the excitement of opening up a new window on the universe.
This is an innovative, interdisciplinary collaboration between the existing LIGO, at the time it is being technically enhanced, and Zooniverse, which has fielded a workable crowdsourcing model, currently involving over a million people on 30 projects. The work will help aLIGO to quickly identify noise and artifacts in the science data stream, separating out legitimate astrophysical events, and allowing those events to be distributed to other observatories for more detailed source identification and study. This project will also build and evaluate an interface between machine learning and human learning that will itself be an advance on current methods. It can be depicted as a loop: (1) By sifting through enormous amounts of aLIGO data, the citizen scientists will produce a robust "gold standard" glitch dataset that can be used to seed and train machine learning algorithms that will aid in the identification task. (2) The machine learning protocols that select and classify glitch events will be developed to maximize the potential of the citizen scientists by organizing and passing the data to them in more effective ways. The project will experiment with the task design and workflow organization (leveraging previous Zooniverse experience) to build a system that takes advantage of the distinctive strengths of the machines (ability to process large amounts of data systematically) and the humans (ability to identify patterns and spot discrepancies), and then using the model to enable high quality aLIGO detector characterization and gravitational wave searches
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TEAM MEMBERS:
Vassiliki KalogeraAggelos KatsaggelosKevin CrowstonLaura TrouilleJoshua SmithShane LarsonLaura Whyte
Purpose: This project team will develop and test Zaption, a mobile and desktop platform designed to support educators in effectively and efficiently utilizing video (e.g., from YouTube, Vimeo, or their own desktop) as an interactive teaching and learning object. Personalized learning devices (e.g., smartphones, tablets) populated with video content provide opportunities for students to access educationally-meaningful content anywhere and anytime. Yet, video has yet to realize its potential as a learning tool in or out of the classroom. One reason for this is that watching video can be a passive experience for students, whereas learning requires active engagement. A second reason is that even if students are actively engaged while watching a video, there is no easy way to elicit student responses to a video. And finally, there is no easy way to feed student responses to teachers as formative assessment data to guide subsequent instruction.
Project Activities: During Phase I, (completed in 2014), the team expanded a pre-existing prototype by building a mobile app to enable anytime use and increase its functionality for teachers. At the end of Phase I, pilot research with 150 students in 7 classrooms demonstrated that the prototype operated as intended, teachers were able to integrate the videos within instructional practice, and students found the mobile app helpful and engaging. In Phase II, the team will add additional components to the prototype and will develop content-specific modules for use in high school physics classes. After development is complete, the research team will conduct a larger pilot study to assess the feasibility and usability, fidelity of implementation, and the promise of the Zaption for supporting student's physics learning. The study will include 32 Grade 10 physics classrooms, half of whom will be randomly assigned to use Zaption and half of whom will follow business as usual procedures. Analyses will compare pre-and-post scores of student's physics learning.
Product: Zaption will be a mobile and web-based platform to support the use of any video (e.g., from YouTube, Vimeo, or their own desktop) as a teaching and learning tool. Zaption will include an authoring engine where users can find and select video clips and easily insert interactive elements such as questions, discussions, and annotations into the videos. Users will then publish videos directly on Zaption's website, or on any learning management system or classroom website. Students will be able to view videos as homework or in class, respond individually to the questions and prompts, and get feedback on their responses. Teachers will use Zaption Analytics to receive immediate and actionable data showing whether students actually watched and engaged with a video, and how students responded to the questions and prompts.
For decades, particle physicists have been using open access archives of preprints, i.e. research papers shared before the submission to peer reviewed journals. With the shift to digital archives, this model has proved to be attractive to other disciplines: but can it be exported? In particle physics, archives do not only represent the medium of choice for the circulation of scientific knowledge, but they are central places to build a sense of belonging and to define one's role within the community.
The Clay Center for Arts and Sciences of West Virginia will create professional learning communities of teachers and after-school staff serving 7th grade students at seven partner schools using digital storytelling as a tool to explore energy-related topics impacting their communities. West Virginia's role as a leading coal producer and the impact of natural gas drilling served as strong influencing factors in the creation of this STEAM project, titled emPOWERed Stories. Students will create an exhibit that incorporates these digital stories. The results will inform the broader field on ways to better blend formal and informal education experiences to become more potent learning environments.
This report describes an evaluation of two educational programs that Iridescent offered with a grant from the National Science Foundation. These two programs were developed for youth and their families and were organized around open-ended Engineering Design Challenges. These are hands-on problem-solving activities supported by a web-based platform known as the Curiosity Machine. The Curiosity Machine and the Design Challenges were designed to work together to engage learners in fundamental physics and engineering concepts in fun and open-ended ways, while enhancing their curiosity, creativity
This evaluation reports on the Mission: Solar System project, a 2-year project funded by NASA. The goal of the Mission: Solar System was to create a collection of resources that integrates digital media with hands-on science and engineering activities to support kids’ exploration in formal and informal education settings. Our goal in creating the resources were: For youth: (1) Provide opportunities to use science, technology, engineering, and math to solve challenges related to exploring our solar system, (2) Build and hone critical thinking, problem-solving, and design process skills, (3)
This Advancing Informal Science Learning Pathways project, Using Technology to Research After Class (UTRAC), explores whether a combination of technology (e.g., iPad-enabled sensors, web-based inquiry-focused portal) and facilitated visits improves learning outcomes for rural and Native American elementary-age youth in after school programs. Expected outcomes include improved engagement, knowledge, skills, and attitudes toward science, technology, engineering, and math (STEM). Project goals include promoting STEM learning through science inquiry activities keyed to specific Next Generation Science Standards as well as improving how technology can be used to enhance learning outcomes in afterschool programs. The experimental design of this project - testing the effects of physical or virtual facilitation visits on learning outcomes - will lead to improvements in STEM learning outcomes among rural and underrepresented students. This project will employ several innovations in utilizing technology to teach STEM topics including: (i) hands-on, real-time, crowd sourced data collected by participants in their schoolyards; (ii) a pedagogic emphasis on communication of schoolyard data among and between participants; (iii) testing of motivational incentives; and (iv) partnerships between after school providers, preservice teachers, and university researchers as facilitators. The entire process will be modularized so that it can be modified in terms of place, STEM topic or student cohort. The topic focus of the project -- Life Under Snow -- is relevant to participating students, as Montana school playgrounds lie blanketed under snow for the majority of the school year; it includes elements of snow science, carbon cycle science, and a combination at the intersection of three recent literacy initiatives (e.g., Earth Science, Climate, or Energy). UTRAC will pilot and evaluate facilitated snow science/carbon cycle science activities that couple real-time schoolyard data with tools patterned after those available through WISE (Web-based Inquiry Science Environment; wise.berkeley.edu). Participants will collect and compare data with other youth participants, and researchers will use formative assessments to define interventions with potential to maximize student engagement and learning improvements among underserved youth. The project will advance understanding of informal education's potential to improve STEM engagement, knowledge, skills and attitudes by quantifying how - and to what extent - youth engage with emerging technologies iPad-enabled sensors, and crowdsourcing and visualization tools. The deliverables include a quantifying metric for learning outcomes, a training model for the iPad sensors and web application, an orientation kit, a social media portal, and database for the measurements.
The Rutgers Film Bureau in collaboration with the scientists of the LTER (Long Term Ecological Research) project at Palmer will produce a multi-platform documentary project, Antarctic Quest: Racing to Understand a Changing Ocean. This Connecting Researchers to Public Audiences proposal will focus on the scientists who are studying ocean physics, chemistry, biology, and ecology in the West Antarctic Peninsula (WAP), which is the fastest winter warming location on earth. The aim of the project is to promote scientific knowledge about the world's oceans and climate change, inspire interest in scientific careers, as well as train a cadre of next generation film students in the craft of science documentary filmmaking. The project will articulate the research of the Palmer LTER's quest to understand the impact of climate change on the marine ecosystems of the WAP, while involving university students in the filmmaking process. Deliverables include an hour television documentary intended for PBS television broadcast, an online "Antarctic Quest community" created through interactive and interconnected social media, three five-minute educational videos produced for the PBS Learning Media website, and a Digital Media Library to assist Earth science educators. The production team will employ a diverse group of twenty film students from Rutgers University to be involved in the many phases and components of the project. The project is designed to advance the public's environmental literacy. The project will raise awareness of the changes being observed in the world's oceans by illustrating how small changes in the physical conditions in the WAP can have profound impact on marine ecosystems and potentially the entire ocean system. The project will also highlight the significance of innovative new technologies that are revolutionizing research methods as well document the importance of scientific collaboration to understand a complex interdisciplinary problem and the challenges of working in extreme environments. The summative evaluation of the project will assess the effectiveness of the project in meeting its educational goals. By communicating significant scientific research to the public while training a cohort of next generation of science documentary filmmakers, the project will also contribute to capacity-building in the Informal Science Education field.
Making Stuff Season Two is designed to build on the success of the first season of Making Stuff by expanding the series content to include a broader range of STEM topics, creating a larger outreach coalition model and a “community of practice,” and developing new outreach activities and digital resources. Specifically, this project created a national television 4-part miniseries, an educational outreach campaign, expanded digital content, promotion activities, station relations, and project evaluation. These project components help to achieve the following goals: 1. To increase public understanding that basic research leads to technological innovation; 2. To increase and sustain public awareness and excitement about innovation and its impact on society; and 3. To establish a community of practice that enhances the frequency and quality of collaboration among STEM researchers and informal educators. These goals were selected in order to address a wider societal issue, and an important element of the overall mission of NOVA: to inspire new generations of scientists, learners, and innovators. By creating novel and engaging STEM content, reaching out to new partners, and developing new outreach tools, the second season of Making Stuff is designed to reach new target audiences including underserved teens and college students crucial to building a more robust and diversified STEM workforce pipeline. Series Description: In this four-part special, technology columnist and best-selling author David Pogue takes a wild ride through the cutting-edge science that is powering a next wave of technological innovation. Pogue meets the scientists and engineers who are plunging to the bottom of the temperature scale, finding design inspiration in nature, and breaking every speed limit to make tomorrow's "stuff" "Colder," "Faster," "Safer," and "Wilder." Making Stuff Faster Ever since humans stood on two feet we have had the basic urge to go faster. But are there physical limits to how fast we can go? David Pogue wants to find out, and in "Making Stuff Faster," he’ll investigate everything from electric muscle cars and the America’s cup sailboat to bicycles that smash speed records. Along the way, he finds that speed is more than just getting us from point A to B, it's also about getting things done in less time. From boarding a 737 to pushing the speed light travels, Pogue's quest for ultimate speed limits takes him to unexpected places where he’ll come face-to-face with the final frontiers of speed. Making Stuff Wilder What happens when scientists open up nature's toolbox? In "Making Stuff Wilder," David Pogue explores bold new innovations inspired by the Earth's greatest inventor, life itself. From robotic "mules" and "cheetahs" for the military, to fabrics born out of fish slime, host David Pogue travels the globe to find the world’s wildest new inventions and technologies. It is a journey that sees today's microbes turned into tomorrow’s metallurgists, viruses building batteries, and ideas that change not just the stuff we make, but the way we make our stuff. As we develop our own new technologies, what can we learn from billions of years of nature’s research? Making Stuff Colder Cold is the new hot in this brave new world. For centuries we've fought it, shunned it, and huddled against it. Cold has always been the enemy of life, but now it may hold the key to a new generation of science and technology that will improve our lives. In "Making Stuff Colder," David Pogue explores the frontiers of cold science from saving the lives of severe trauma patients to ultracold physics, where bizarre new properties of matter are the norm and the basis of new technologies like levitating trains and quantum computers. Making Stuff Safer The world has always been a dangerous place, so how do we increase our odds of survival? In "Making Stuff Safer," David Pogue explores the cutting-edge research of scientists and engineers who want to keep us out of harm’s way. Some are countering the threat of natural disasters with new firefighting materials and safer buildings. Others are at work on technologies to thwart terrorist attacks. A next-generation vaccine will save millions from deadly disease. And innovations like smarter cars and better sports gear will reduce the risk of everyday activities. We’ll never eliminate danger—but science and technology are making stuff safer.
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TEAM MEMBERS:
WGBH Educational FoundationPaula Apsell
Morehead Planetarium and Science Center has just started working on WILD BLUE: Using Fulldome Technology to Illustrate Aeronautics Principles, targeting school audiences from grades 3-8 as part NASA's CP4SMP+ program. Morehead will partner with NASA Langley Research Center as content advisors and Sky-Skan, Inc as content distributors. WILD BLUE's primary goal is to strengthen STEM education in the United States. WILD BLUE plans national distribution of a NASA-inspired media portfolio that supports formal and informal STEM education. The media portfolio targets grades 3-8, addresses National Science Education Standards, and includes two key deliverables: (1) a fulldome planetarium show that showcases aeronautics history and concepts, NASA's role in aeronautics research and related STEM careers (2) web-based curriculum materials that integrate current NASA curriculum materials, including Museum in a Box and Summer of Innovation activities. All WILD BLUE deliverables include NASA content -- the history, primary research and future plans of NASA's Aeronautics Research Mission Directorate (ARMD); imagery illustrating aeronautics concepts; information about STEM careers with NASA; and commentary from ARMD personnel. This four-year project ensures scientific accuracy, educational value and engaging presentation through an advisory board and an external evaluation process. WILD BLUE expects outcomes that include advancing NASA Strategic Goal 6 (participation, innovation, contribution) and NASA Education Goals, facilitating knowledge of NASA's role in aeronautics research, and expanding participation by underserved students in formal and informal science education.
The Expanding Children’s Interest through Experiential Learning (EXCITE) Project will target K-8th students in expanded learning programs to increase ongoing NASA STEM informal education opportunities for organizations that serve primarily underrepresented and underserved student populations. The AERO Institute will leverage existing collaborations to build capacity of participating organizations in NASA inspired STEM activities. Major partners include Navajo Nation in Arizona, the Beyond the Bell branch of the Los Angeles Unified School District, and the Region 8 of the California After School Program housed in the Ventura County of Education. In addition, the EXCITE Learning Project plans to work with libraries to broaden the scope and impact of NASA’s Education materials and opportunities within underrepresented and underserved local communities. AERO Education specialists will train educators and librarians using the Train-the-Trainer approach. The training sessions will be filmed and made available online via the AERO website and its network on YouTube so that educators and librarians can refresh their understanding as needed.
The Global Soundscapes! Big Data, Big Screens, Open Ears Project uses the new science of soundscape ecology to design a variety of informal science learning experiences that engage participants through acoustic discovery Soundscape ecology is an interdisciplinary science that studies how humans relate to place through sound and how humans influence the environment through the alteration of natural sound composition. The project includes: (1) an interface to the NSF-funded Global Sustainable Soundscapes Network, which includes 12 universities around the world; (2) sound-based learning experiences targeting middle-school students (grades 5-8), visually impaired and urban students, and the general public; and (3) professional development for informal science educators. Project educational components include: the first interactive, sound-based digital theater experience; hands-on Your Ecosystem Listening Labs (YELLS), a 1-2 day program for school classes and out-of school groups; a soundscape database that will assist researchers in developing a soundscape Big Database; and iListen, a virtual online portal for learning and discovery about soundscape. The project team includes Purdue-based researchers involved in soundscape and other ecological research; Foxfire Interactive, an award-winning educational media company; science museum partners with digital theaters; the National Audubon Society and its national network of field stations; the Perkins School for the Blind; and Multimedia Research (as the external evaluator).