Multi-Touch technology provides a successful gesture based Human Computer Interface. The contact and gesture recognition algorithms of this interface are based on full hand function and, therefore, are not accessible to many people with physical disability. In this paper, we design a set of command-like gestures for users with limited range and function in their digits and wrist. Trajectory and angle features are extracted from these gestures and passed to a recurrent neural network for recognition. Experiments are performed to test the feasibility of gesture recognition system and determine
Multi-touch gestures have become popular on a wide range of touchscreen devices, but the programming of these gestures remains an art. It is time-consuming and error prone for a developer to handle the complicated touch state transitions that result from multiple fingers and their simultaneous movements. In this paper, we present Gesture Coder, which by learning from a few examples given by the developer automatically generates code that recognizes multi-touch gestures, tracks their state changes and invokes corresponding application actions. Developers can easily test the generated code in
The National Nanotechnology Infrastructure Network (NNIN) is a partnership of 13 institutions (Cornell University, Georgia Institute of Technology, Harvard University, Howard University, North Carolina State University (affiliate), Pennsylvania State University, Stanford University, University of California at Santa Barbara, University of Michigan, University of Minnesota, University of New Mexico, University of Texas at Austin, and University of Washington) that provides multi-faceted, interdisciplinary, and broadly-accessible infrastructure supporting both near-term and long-term needs identified in the National Nanotechnology Initiative. The partnering facilities are open laboratories providing outstanding service to the external user, comprehensive training and staff support, and support of interdisciplinary and emerging areas of research, with openness to new materials, techniques, and applications.
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TEAM MEMBERS:
Sandip TiwariDaniel RalphRoger Howe
resourceprojectProfessional Development, Conferences, and Networks
The Museum of Science (MOS) seeks to establish a Network, a national infrastructure designed to foster public awareness, engagement and understanding of nanoscale science and engineering (NSE). As part of this undertaking, MOS will create a set of interactive, media-based and discourse-based educational productes based on NSE; generate new knowledge about design for learning and produce a sustainable network that involves inromal educators and researchers. Core partners are the Exploratorium and the Science Museum of Minnesota (SMM). This project will establish for the first-time an open national network that links science centers across the nation, focusing for this award on the development and delivery of exhibits and programs addressing the interdisciplinary content areas of NSE. In addition, the Network will establish ties and collaborative relationships with university-based NSE research centers, including MRSEC's and NSEC's. An educational research and development component will address the challenges of public understanding of a difficult-to-grasp emerging field. Project deliverables will be created primarily at three sites. The Center for NISE Research at the Exploratorium will collect, develop and disseminate knowledge about how to communicate to target audiences. The NISE Center for Public Engagement at MOS will develop a network media framework for dissemination to other science centers, network radio (with WBUR), and produce forums for dialogue and deliberation with adult audiences. The NISE Center for Exhibit and Program Production and Dissemination at SMM will develop interactive exhibits, exhibition packages for distribution, and immersive media environments programs. Development of deliverables will involve the following science-technology center partners: Oregon Museum of Science and Industry (OMSI), OR; New York Hall of Science, NY; Fort Worth Museum of Science and History, TX; Museum of Life and Science, NC; Sciencenter, NY; and Association of Science-Technology Centers (ASTC). NSE research partners include Main Street Science, Cornell University; Materials Research Society; University of Wisconsin Madison, MRSEC Interdisciplinary Education Group; and Purdue University, Envision Center for Data Perceptualization. The resulting Network and the knowledge gained as a result of this project are intended to produce a dramatic improvement in the capacity of the science center field to engage and educate the public about NSE, both in quality and quantity. By Year Five, there are expected to be NSE exhibits and activities at some 100 sites across the nation. In addition, the NSE research community should gain a deeper appreciation of the role that science centers can play as intermediaries in conveying scientific research to the public.
The Invaders of Texas Program is an innovative campaign whereby volunteer "citizen scientists" are trained to detect the arrival and dispersal of invasive species in their own local areas. That information is delivered into a statewide mapping database and to those who can do something about it. The premise is simple. The more trained eyes watching for invasive species, the better our chances of lessening or avoiding damage to our native landscape.
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TEAM MEMBERS:
Lady Bird Johnson Wildflower CenterTexas Forest ServiceTexas Parks and Wildlife DepartmentTravis Gallo
resourceprojectProfessional Development, Conferences, and Networks
The Nanoscale Science and Engineering Education (NSEE) Center for Learning and Teaching (NCLT) would focus on the research and development of nano-science instructional resources for grades 7-16, related professional development opportunities for 7-12 teachers, and programs infused with nano-science content for education doctoral students. The Center would bring together educators and scientists from several areas of nano-science and engineering research to collaborate with science teachers and doctoral candidates in education on both the development of the resources and research on their efficacy. The PI has prior experience as director of the Materials World Modules project, an NSF-funded curriculum currently in use in several secondary schools across the country. Lead partners in the proposed Center are Northwestern University, Purdue University, University of Michigan, University of Illinois at Chicago and University of Illinois at Urbana-Champaign. Additional partners include Argonne National Laboratory, West Point Military Academy, Alabama A & M University, Fisk University, Hampton University, Morehouse College and University of Texas at El Paso. The additional partners will widen the geographic range of the project, expanding opportunities to reach a diverse and currently underrepresented population of graduate students, teachers and ultimately students. STEM and Education faculty and researchers from the partner institutions would participate in interdisciplinary teams to address the Center's mission: Provide national education leadership and resources for advancing NSEE Create and implement professional development programs in NSEE Use innovative ideas in learning to design instructional materials for grades 7-16 Conduct research relating to integration of NSEE into science, technology, engineering and mathematics (STEM) education.
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TEAM MEMBERS:
R. P. H. ChangThomas MasonNcholas GiordanoJoseph Krajcik
resourceprojectProfessional Development, Conferences, and Networks
The Consortium of Universities for Research in Earthquake Engineering (CUREE), in collaboration with the Museum of Science, Boston, is organizing the first steps toward developing a nation-wide effort to bring together science museum professionals and civil engineers with the purpose of forming a long-term collaborative network. The network's purpose would be to facilitate a mutual understanding of each other's perspective and knowledge base with the intention of creating collaborative projects that would develop deliverables for the public understanding of engineering and engineering research in particular. This 18-month effort includes two workshop sessions along with background fact-finding surveys, interviews, museum site visits and data collection about previous and extant informal science education activities and products in this area. This endeavor is being positioned as a model for other similar collaborations.
ScienceQuest is an innovative program created by the Education Development Center that fosters an interest in science and technology among adolescents ages 10-14. This program builds on the successful "ThinkQuest" model, in which small teams of 2-3 students work with adult coaches to research subjects of interest and share their knowledge through the creation of websites. "ScienceQuest" teams focus on science topics and are housed in HUD Neighborhood Network technology centers, located in communities with HUD-assisted or insured housing residents. Participants include individuals with and without disabilities from low-income urban areas. Students select a science topic and research it using online resources, hands-on experiments and visits to museums and science centers. Coaches such as scientists, teachers, museum staff and other role models, as well as on-line scientists, provide assistance by setting goals, devising an action plan and identifying appropriate resources. The "I-Search" model, a four-step strategy used to direct student inquiry, is used to guide investigations and aid in content acquisition. Once completed, websites are mounted on the "ThinkQuest" server. Parental participation is encouraged throughout the process. "ScienceQuest" will be piloted in the greater Boston area in year one, and disseminated to 75 Neighborhood Network sites throughout the country in years two and three of the grant. Each site may have one or more teams. With more than 500 Neighborhood Networks in place, "ScienceQuest" has the potential for widespread dissemination.
This project will develop a "Research Ambassador" program whereby a small cadre of scientists will be trained to communicate rain forest canopy ecology to underserved public audiences in the northwest U. S. and elsewhere. A set of collaborating academic researchers and informal science educators will draw from successful dissemination experiences in the field of forest canopy studies. An interdisciplinary research/education team will recruit six "research ambassadors" and provide tools to help them effectively speak and write directly to the public. The team and the ambassadors will create dissemination materials for each ambassador, and contribute to a canopy research website for public audiences. In addition to communicating research to public audiences, this project will provide innovative connections between science and society that can present pragmatic solutions to problems of scientific communication to the public.
Coastal Communities for Science: A Bering Sea Partnership is a 3-year program of collaboration among the WWF-US, four Alaska native rural communities and regional scientists investigating the ecology of the Bering Strait. Its primary purpose is to advance youth interaction with science and it proposes to achieve this by engaging young people from high school and beyond to conduct research with scientists. The project which involves training community youth on science and research methods, capacity building of informal educators in these rural communities to lead and encourage field-based programs, inclusion of community elders in the overall learning and communication of science concepts and the creation of a model of collaboration. The science content, an amalgam of community interest and researcher interest, is grounded in local environmental and economic issues. With WWF's support and electronic technology, this has the potential of being a model project that is broadly disseminated at local, regional and national levels.
Project Butterfly WINGS is a three-year project targeting 4th-8th grade participants in 13 Florida counties. This project includes the use of the 4-H network as a partner to recruit participants. It builds on the development of student-scientist partnerships to create an environment where information, data and ideas can be exchanged. This project will focus on collecting data on butterflies and the environments/habitats the butterflies choose to visit. This project brings together several important elements to present an interactive, authentic, research-based SSP activity supported through an established network of ISE providers, educators and community-based organizations. Based on solid research and knowledge about ISE approaches, the project has strong content connections and a well-designed structure. An interactive web-site will provide opportunities for participants to interact with each other and with participating scientists, and to experience firsthand some of the most interesting aspects of engaging in scientific inquiry. WINGS has the potential to create a network of young people who will be more aware of issues related to biodiversity and the environment. Through its model approach and participant outcomes, "Project Butterfly WINGS" is positioned to make a difference in the ISE field and in the lives of its participants.
Understanding the Science Connected to Technology (USCT) targets information technology (IT) experiences in a comprehensive training program and professional support system for students and teachers in science, technology, engineering and mathematics (STEM). Participants have opportunities to assume leadership roles as citizen volunteers within the context of science and technology in an international watershed basin. Training includes collection, analysis, interpretation and dissemination of scientific data. BROADER IMPACTS: Building on a student volunteer monitoring program called River Watch, the USCT project enables student scientists to conduct surface water quality monitoring activities, analyze data and disseminate results to enhance local decision-making capacity. The project incorporates state and national education standards and has the potential to reach 173 school jurisdictions and 270,000 students. USCT will directly impact 81 teachers, 758 students and 18 citizen volunteers. The USCT project provides direct scientist mentor linkages for each participating school. This linkage provides a lasting process for life-long learning and an understanding of how IT and STEM subject matter is applied by resource professionals. Broader impacts include accredited coursework for teachers and students, specialized training congruent with the "No Child Left Behind Act of 2001," and building partnerships with Native American schools. INTELLECTUAL MERIT: The USCT project is designed to refocus thinking from static content inside a textbook to a process of learning that includes IT and STEM content. The USCT engages students (the next generation of decision makers) in discovery of science and technology and expands education beyond current paradigms and political jurisdictions.