This project aims to (1) advance understanding of sociotechnical ecosystems involving AI to support diasporic urban farming; (2) collaboratively develop AI-based technologies that better integrates and sustains technological gains with diasporic knowledge, and (3) systematically assess the impact of AI-based farming technologies on diasporic communities and industrial partners.
In October 2017, the PBS NewsHour team produced a week and a half of opioid-related content, including several online explainers, which presented the opportunity for a natural experiment for the Experiments in Transmedia project.
Knology (formerly New Knowledge Organization Ltd.) conducted a two-wave research study to advance understanding of the youth audience’s knowledge and news consumption on the topic.
The first wave of the study, conducted in September 2017, provides a baseline. The content aired in October 2017, and the second wave of the study, conducted in November 2017, asked a
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at the University of Colorado. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at DePaul University. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
Stereoscopic technology (3D) is rapidly becoming ubiquitous across research, entertainment and informal educational settings. Children of today may grow up never knowing a time when movies, television and video games were not available stereoscopically. Despite this rapid expansion, the field’s understanding of the impact of stereoscopic visualizations on learning is rather limited. Much of the excitement of stereoscopic technology could be due to a novelty effect, which will wear off over time. This study controlled for the novelty factor using a variety of techniques. On the floor of an
The PBS NewsHour STEM Learning project is a broadcast and online science journalism and informal science education initiative to report breaking science news and cutting-edge STEM (Science, Technology, Engineering and Mathematics) research and researchers to a national audience. The multi-platform project goals are to: (1) increase and improve the knowledge of the audience with respect to science and technology; (2) stimulate the active engagement of the audience with science and technology through interactive tools; and (3)position the PBS NewsHour as a regular destination for in-depth and innovative science reporting; (4) deploy new and creative digital tools to extend the impact of NewsHour science reporting, especially for youth. The PBS NewsHour is produced by MacNeil/Lehrer Productions and distributed by PBS to PBS television and radio stations across the country, five nights per week. This project is informed by an expert advisory board and other consultants. Project evaluation will be conducted by City Square Associates. The formative evaluation in year one will employ focus groups of adults from the general audience and teens as well as a quantitative survey online to determine a benchmark of current science knowledge, attitudes and behaviors. The evaluation in year two will test digital components of the project in a usability lab setting to gather information to help improve the quality and effectiveness of these deliverables. The summative evaluation will administer a tracking study with the same population surveyed in the first year. Deliverables include: a minimum of 26 science documentary reports broadcast per year plus additional in-studio interviews and coverage of breaking science news; a revamped website, notably "Science and Tech To Go"; a weekly STEM interview or report online featuring Hari Sreenivasan or other reporters; additional weekly digital STEM reporting; and an expanded and redesigned outreach program for teens and educators including an innovative, cloud-based student editing and content-sharing initiative in collaboration with several science centers. Six new PBS NewsHour Student Reporting Labs, established in high-need urban schools, will shoot, edit, and post their videos on the web. The PBS NewsHour science reports will be broadcast and featured on the NewsHour iPhone app, as well as disseminated on the NewsHour's YouTube Channel, Disqus and UStream, Hulu.com, with new science material updated daily on the web. The NewsHour is seen by more than 7 million viewers each week, with additional audiences being reached by radio, the Online NewsHour website, podcasts, and other social media. New community-based programs expand the audience farther. The final summative report will outline the impact of the project and identify the strategies and tactic found to be most effective in making use of digital media to support project goals.
This multimedia project tells the human story of the long, continuing quest to identify, understand, and organize the basic building blocks of matter leading to the Periodic Table of Elements. Project deliverables include a two hour PBS documentary; a website on the Periodic Table and discovery of the elements; a Teacher\'s Guide; and an Outreach Plan led by the St. Louis Science Center and nine other science centers. The target audiences are adults with an interest in science, inner-city youth, and high school chemistry teachers and their students. Partners include Moreno/Lyons Productions, the American Chemical Society (ACS), the Chemical Heritage Foundation; the St. Louis Science Center; and Oregon Public Broadcasting. The national broadcast and outreach activities are intended to complement the International Year of Chemistry (IYC) 2011, furthering the opportunity to enhance the public understanding of chemistry. The goal of the project is to reveal science as an intensely human process of discovery through stories of some of the greatest scientists. The two-hour PBS special will tell a "detective story" of chemistry, stretching from the ancient alchemists to today's efforts to find stable new forms of matter. Among key characters will be Joseph Priestley, Antoine Lavoisier, Humphry Davy, Dmitrii Mendeleev, Marie Curie, Harry Moseley, and Glenn Seaborg. The program will show both their discoveries and the creative process, using reenactments shot with working replicas of their original lab equipment. Interwoven with history will be segments on modern chemical research and the real-world consequences of the discoveries. A two-part Outreach Plan is aimed at engaging inner-city youths through a network of ten science centers led by the St. Louis Science Center and at reaching a broader audience through events, activities, and publications offered by ACS during National Chemistry Week and IYC 2011. The television program is projected to reach three million viewers during its multiple broadcasts over premiere week, increasing to five million or more with subsequent repeat broadcasts and DVD distribution. It is estimated that 6,500 underrepresented urban teens will participate in the hands-on activities in the ten science centers during IYC 2011. The website is intended to become a resource extending the reach and impact of the project for a decade or more. The summative evaluation will assess the extent to which the project accomplishes the goals of enhancing public understanding of chemistry, affecting public attitudes toward chemistry and chemists, and improving the understanding of the nature of science. Three studies will be conducted. The first will be an in-depth evaluation of the program and Web site with a sample of 150 adult PBS viewers using a two-group post-test randomized study design. The second study will evaluate the outreach effort with diverse audiences at the local level prior to and during National Chemistry Week using on site observations, surveys, and interviews to capture participant feedback at local events. The third study will evaluate high school educators' use of the Teacher's Edition & Guide.