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
DATE:
-
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.
Throughout the second half of the twentieth century a varied collection of pressure mechanisms were deployed from nuclear technology exporting countries — mainly from the US — to obstruct the development of a group of semi-peripheral countries’ autonomous nuclear capabilities. Argentina was part of this group. This article focuses on how “fear” of nuclear proliferation was used by US foreign policy as one of the most effective political artifacts to construct and protect an oligopolistic nuclear market. Spread by the press and by some prestigious social science sectors from the US and some
The literature illustrates how media research on the energy question is characterized by a limited focus on separate energy options, resulting in a lack of research into the diversity of and mutual relations between various energy options. This paper reports on a quantitative content analysis of eight Belgian newspapers (N=1181), focusing on whether certain energy options are systematically more covered in certain regions, types of newspapers and/or types of newspaper sections. The results show that five energy options dominate the debate and that there are minimal differences per region, but
DATE:
TEAM MEMBERS:
Pieter MaeseeleKarel DeneckereKoen PanisSteve Paulussen
Discover NASA is the Discovery Museum’s endeavor to engage students in grades K through 12 as well as members of the general public in innovative space science and STEM-focused learning through the implementation of two modules: upgrades to the Challenger Learning Center, and the creation of K through 12 amateur rocketry and spacecraft design programming. The programming will be piloted at the Discovery Museum and Planetarium, and at the Inter-district Discovery Magnet School and the Fairchild-Wheeler Multi-Magnet High School, with an additional strategic partnership with the University of Bridgeport, which will provide faculty mentors to high school seniors participating in the rocketry program. Through these two modules, the Discovery Museum and Planetarium aims to foster an early interest in STEM, increase public awareness about NASA, promote workforce development, and stimulate an interest in the future of human space exploration. Both modules emphasize design methodologies and integration of more advanced space science into the STEM curriculum currently offered by Discovery Museum to visitors and public schools. The Challenger Learning Center upgrades will enable the Museum to deliver simulated human exploration experiences related to exploration of the space environment in Low Earth Orbit and simulated human exploration of Moon, Mars, and beyond, which will increase public and student awareness about NASA and the future of human space exploration. The development of an amateur rocketry and spacecraft development incubator for education, the general public, and commercial space will stimulate the development of key STEM concepts.
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
The Large Hadron Collider (LHC) is one of the world's largest experimental facilities, where thousands of scientists and engineers from over 100 countries collaborate to shed new light on the workings of our universe. As LHC research, such as the discovery of the Higgs boson, continues to hit the news in future years, it will be important for educators in informal science institutions to understand how to engage their visiting public's interests and curiosities and shape their understanding regarding this leading edge research. Funded by
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.