Discovering and understanding the temporal evolution of events hidden in text corpora is a complex yet critical task for knowledge discovery. Although mining event dynamics has been an important research topic leading to many successful algorithms, researchers, research and development managers, intelligence analysts and the general public are still in dire need of effective tools to explore the evolutionary trends and patterns. This exploratory project focuses on developing and validating a novel idea called narrative animation. Narrative animation uses animated visualizations to narrate, explore, and share event dynamics conveyed in temporally evolving text collections. Film art techniques are employed to leverage the animated visualizations in information organization and change detection, with the goals of enhancing analytical power and user engagement. A prototype system called CityStories is being developed to generate narrative animations of events in cities derived from web-based text. If this novel, risky research is successful, it is expected to yield fundamental results in narrative animation that can advance the current paradigm in information visualization and visual analytics by developing novel techniques in using animations for presenting and analyzing dynamic abstract data at a large scale. The pilot system CityStories system is expected provide a novel network platform for education, entertainment, and data analytics. It will engage general users such as students, teachers, journalists, bloggers, and many others in web information visualization and study. Results of this research will be disseminated through publications, the World Wide Web, and collaborations with researchers and analysts. The project web site (http://coitweb.uncc.edu/~jyang13/narrativeanimation/narrativeanimation.htm) will include research outcomes, publications, developed software, videos, and datasets for wide dissemination to public.
A team from Michigan State University, in partnership with six science, art-science, and art museum venues around the country and with the assistance of researchers at Georgia Institute of Technology, is implementing an EAGER project to conduct ongoing experiments on the chemical precursors to life as exhibit experiences for visitors to these venues. The experiments, to be run over the course of several months as the exhibit travels around the country, expand on the 1950s' work of Stanley Miller and Harold Urey, which continues to stimulate new investigations and publications, including experiments being conducted on the International Space Station. The experiments/exhibits share key features across the three different kinds of venues, allowing the team to study and compare the impacts on the various publics of engaging them in real-time science experiments. Two major goals are (1) to explore new ways to attract public interest in science by performing in public settings previously untried experiments on the chemical precursors to life, and (2) to investigate how the context of different kinds of venues and their visitor characteristics affect how visitors interpret the experience and what they learn. The team is also exploring how various data visualization representations can be designed to foster public interest and understanding. The intent is to develop an approach that has potential applications to other STEM content domains and expanding the reach to broader public audiences.
Indianapolis / City as Living Laboratory (I/CaLL) is a city-wide civic collaboration engaging in cross-sector research that builds on prior research in informal science learning in public settings. It extends research in place-based and service learning traditions, and uses the city itself as an informal science learning (ISL) environment for Science and Engineering for Environmental Sustainability learning outcomes. This project is creating place-based science learning experiences as part of public spaces in Indianapolis and establishes the next generation of urban science museums that increase opportunities for learning. The project will develop a self-sustaining program for art/science collaborations as they inaugurate city-sanctioned changeable installations at I/CaLL sites. Data from the project will be used to inform ISL professionals at museums throughout the community and around the country. Thousands of volunteers and their families will help create I/CaLL spaces, engage with communities, and serve as research participants connecting with science learning through site development. The unprecedented scale of this project provides a full measure of informal science service learning at a city scale, offering data that can change how science learning is measured, how people from all walks of life develop science literacy as part of their social public experience, and embodying the concept of the city as a living science learning lab. Broader impacts include the development of the city as an informal science learning environment that will become a new standard for thinking about what cities as cultural units can become as we build a resilient Science and Engineering culture for Environmental Sustainability.
This research project establishes a new research center, the InforMath Collaborative, that brings together university educational researchers and professionals at art and science museums in San Diego's Balboa Park. The InforMath Collaborative is investigating and building the capacity of informal learning institutions to support content and identity learning in mathematics. Through sustained collaborations that unite research, design, and professional development, members of the InforMath Collaborative are conducting design-based research on exhibits and programs that integrate art and science content from participating museums with the mathematics of topology and projective geometry.
The broader goal of the InforMath Collaborative is to transform cultural perceptions of mathematics in ways that broaden learners' access to the discipline. The project aims to develop informal mathematical learning experiences that make mathematics feel accessible, body-based, creative, and deeply relevant to a wide array of other knowledge domains, including both art and science. The project will build and strengthen regional and national networks of educational professionals who work in informal mathematics learning and expand the capacity of informal institutions to support engaging, innovative, content-rich, and culturally transformative mathematical learning experiences.
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TEAM MEMBERS:
Ricardo NemirovskyPaul SiboroskiMolly Kelton
The Georgia Tech Digital Media program is conducting a workshop and developing a website that fosters collaborations among researchers in the learning sciences community who study informal learning, practitioners in STEM-related informal learning environments (ILEs), and professional artists whose work incorporates STEM concepts. This workshop explores how the intersection of culturally-situated, arts-based learning (ABL), informal STEM learning, and digital media can be leveraged to create higher interest, motivation and learning in STEM among under-represented minorities (URMs). The workshop investigates the potential for combining culturally-situated design tools (CSDTs), contemporary art and crafts, and STEM concepts as a means to engage URM learners in STEM.
Nationally, there is tremendous interest in enhancing participation in science, technology, engineering, and mathematics (STEM). Providing rich opportunities for engagement in science and engineering practices may be key to developing a much larger cadre of young people who grow up interested in and pursue future STEM education and career options. One particularly powerful way to engage children in such exploration and playful experimentation may be through learning experiences that call for tinkering with real objects and tools to make and remake things. Tinkering is an important target for research and educational practice for at least two reasons: (1) tinkering experiences are frequently social, involving children interacting with educators and family members who can support STEM-relevant tinkering in various ways and (2) tinkering is more open-ended than many other kinds of building experiences (e.g., puzzles, making a model airplane), because it is the participants' own unique questions and objectives that guide the activity. Thus, tinkering provides a highly accessible point of entry into early STEM learning for children and families who do not all share the same backgrounds, circumstances, interests, and expertise. This Research-in-Service to Practice project 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 learning in informal environments. The project will take place in the Tinkering Lab exhibit at Chicago Children's Museum. The research will investigate how reflective interactions between parents and children (ages 6-8) during tinkering activities ultimately impact child engagement in STEM. Design-based research (DBR) is well-suited to the iterative and contextually-rich process of tinkering. Using a DBR approach, researchers and museum facilitators will be trained to prompt variations of simple reflection strategies at different time points between family members as a way to strengthen children's engagement with, and memory of these shared tinkering events. Through progressive refinement, each cycle of testing will lead to new hypotheses that can be tested in the subsequent round of observations. The operationalization of study constructs and their measurement will come organically from families' activities in the Tinkering Lab and will be developed in consultation with members of the advisory board. Data collection strategies will include observation and interviews; a series of coding schemes will be used to make sense of the data. The research will result in theoretical and practical understanding of ways to enhance STEM engagement and learning by young children and their families through tinkering. A diverse group of at least 350 children and their families will be involved. The project will provide much needed empirical results on how to promote STEM engagement and learning in informal science education settings. It will yield useful information and resources for informal science learning practitioners, parents, and other educators who look to advance STEM learning opportunities for children. This research is being conducted through a partnership between researchers at Loyola University of Chicago and Northwestern University and museum staff and educators at the Chicago Children's Museum.
Over the last decade there has been a proliferation of out-of-school environments that foster building, making, tinkering, and design activities, creating an unprecedented opportunity to engage a wide range of participants in mathematics that is both purposeful and powerful. To date, this opportunity has been almost universally unexploited. The conference, which will take place at and in collaboration with the New York Hall of Science, will gather fifty researchers and practitioners from informal mathematics education and the burgeoning "making and tinkering" movement for two days to collaboratively generate approaches to integrating mathematics in making and design environments and programs. The project, which includes pre- and post-conference activities, will produce a sampler of Math in Making activities, a guidebook, a white paper for research and practice, a retrospective online discussion, and further dissemination of project deliverables. It 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 learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. Through the conference and pre- and post-conference activities, the project team will: - Initiate and sustain conversations between researchers and practitioners; - Establish collaborations that lead to changes in the way math is framed and highlighted in making and design environments; - Create resources to help people in the making/design community highlight the math in their environments; and - Frame a research agenda to guide studies of mathematical reasoning and attitudes towards math in making and design environments. The work includes an extensive evaluation process of the conference and of pre- and post-conference activities.
The goal of the project is to research ways in which the teaching of basic computing skills can be integrated into after-school choral programs. The team will study how to adapt the interdisciplinary, computing + music activities developed to date in their NSF-funded Performamatics project with college-aged students to now introduce middle school-aged students to computing in an informal, after-school choral program. They will investigate how to leverage the universal appeal of music to help students who typically shy away from technical studies to gain a foothold in STEM (Science, Technology, Engineering, and Mathematics) by programming choral music. It 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 learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The team will use a qualitative and quantitative, mixed-methods approach to study four research questions: (1) Can middle school-aged children follow the connections from singing to digitized sound to MIDI and back to music and learn to program using the songs they like to sing? To encourage students to become involved with manipulating sounds and programming music on their own computers, the approach will employ Audacity and Scratch, two free music recording, editing, and generation platforms. The team will study how well programming of music helps them acquire STEM skills by assessing the complexity and efficacy of the programs they can learn to code. (2) Can programming their individual parts help students learn to sing in three- and four-part harmony? The main focus is on learning of STEM, but research on this question will evaluate whether programming skills can help students learn about music too. (3) What resources, models, and tools (RMTs) are necessary to integrate STEM education into a middle school after-school choral program? The team will work with local middle schools to research techniques for integrating computing into after-school choral programs without disrupting their musical focus. They will identify what choral teachers need in order to do this integration, and they will devise and evaluate techniques for adding STEM skills to the students' choral experience. (4) Can the involvement of adults who match the students' racial and/or cultural backgrounds have a positive effect on the "people like me don't (or can't) do that?" belief that so often stifles efforts to attract underrepresented groups to STEM? They will actively seek to involve students of underrepresented groups in the program by recruiting adult role models from these groups who are involved with both music and computing. They will use attitudinal surveys to assess whether these adults have any effect on the students' self-efficacy and the "people like me" syndrome that hinders some from engaging in STEM.
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TEAM MEMBERS:
Jesse HeinesDaniel Walzer
resourceresearchProfessional Development, Conferences, and Networks
What is the anatomy of an “aha” moment? How and why did we evolve to have such experiences? Can we prime ourselves to have them more often? Why should we care? These and similar questions were the recent focus of a cross-cutting investigation by the National Endowment for the Arts (NEA) in partnership with the Santa Fe Institute (SFI). On July 9-10, 2014, the NEA and SFI cosponsored a meeting titled “The Nature of Creativity in the Brain.” Held at SFI in Santa Fe, New Mexico, the meeting engaged a 15-member working group to perform two tasks: (a) evaluate the legacy of creativity research; and
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Art WorksNational Endowment for the Arts
The Maker Movement has taken the educational field by storm due to its perceived potential as a driver of creativity, excitement, and innovation (Honey & Kanter, 2013; Martinez & Stager, 2013). Making is promoted as advancing entrepreneurship, developing science, technology, engineering, and mathematics (STEM) workforce, and supporting compelling inquiry-based learning experiences for young people. In this paper, we focus on making as an educative inquiry-based practice, and specifically tinkering as a branch of making that emphasizes creative, improvisational problem solving. STEM-rich
Fusion Science Theater (FST) uses elements of playwriting to make informal science education more engaging as well as educational. FST shows incorporate an overarching scientific question that is asked and then answered by a series of participatory exercises and demonstrations. The shows also use “embedded assessment” of learning, which asks children to “vote their prediction” both before and after these activities. The FST National Training and Dissemination Program had three major goals: (1) To develop and implement a Performance Training Program to train professional audiences to perform
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TEAM MEMBERS:
Madison Area Technical CollegeJoanne Cantor
Mythbusters: The Explosive Exhibition is a traveling exhibit based on the popular television show. When housed at the Museum of Science and Industry, Chicago, it included a traditional, interactive free flow exhibition space followed by a live facilitated show. This paper describes results from an experimental study about the effects of the Live Show on the learning of and attitudes towards science. A pre-test was given to 333 children entering the exhibit. A post-test was given to 80 children after they walked through the free-flow portion of the exhibit and to 191 children after they watched
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TEAM MEMBERS:
Museum of Science and IndustryAaron Price