In this paper we investigate how people become engaged with open data, what their motivations are, and the barriers and facilitators program participants perceive with regard to using open data effectively.
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Jack ShanleyCamillia MatukOded NovGraham Dove
Having a central scientific language remains crucial for advancing and globally sharing science. Nevertheless, maintaining one dominant language also creates barriers to accessing scientific careers and knowledge. From an interdisciplinary perspective, we describe how, when, and why to make scientific literature more readily available in multiple languages through the practice of translation. We broadly review the advantages and limitations of neural machine translation systems and propose that translation can serve as both a short- and a long-term solution for making science more resilient
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TEAM MEMBERS:
Emma SteigerwaldValeria Ramírez-CastañedaDébora Y C BrandtAndrás BáldiJulie Teresa ShapiroLynne BowkerRebecca D Tarvin
This commentary introduces a preliminary conceptual framework for approaching putative effects of scholarly online systems on collaboration inside and outside of academia. The first part outlines a typology of scholarly online systems (SOS), i.e., the triad of specialised portals, specialised information services and scholarly online networks which is developed on the basis of nine German examples. In its second part, the commentary argues that we know little about collaborative scholarly community building by means of SOS. The commentary closes with some remarks on further research questions
Mathematics is the foundation of many STEM fields and success in mathematics is a catalyst for success in other scientific disciplines. Increasing the participation of women and other under-represented groups in the mathematics profession builds human capital that produces a diverse pool of problem solvers in business and industry, research mathematicians, faculty at all levels, and role models for the next generation. Existing support and enrichment programs have targeted women in mathematics at different stages in their undergraduate and graduate education, with different strategies to building community, creating a sense of belonging, and promoting a growth mind set. These strategies challenge some of the most common obstacles to success, including isolation, stereotype threat, not committing to mathematics early enough, and imposter syndrome. Acknowledging the diversity among women in terms of socio-economic background and educational background, this project proposes to examine the effectiveness of these programs through the lens of two primary questions: (1) Which elements of these programs are most critical in the success of women, as a function of their position along these distinct diversity axes?, and (2) which features of these programs are most effective as a function of the stage of the participant's career? These questions are guided by the rationale that a better understanding of, and improved pathways by, which programs recruit and retain undergraduate and graduate women in mathematics has the strong potential to increase the representation of women among mathematics PhDs nationwide.
This project seeks to increase and diversify the number of professional mathematicians in the United States by identifying and proliferating best practices and known mechanisms for increasing the success of women in mathematics graduate programs, particularly women from under-represented groups. The PIs on this proposal, all of whom are leaders of initiatives that have been active for nearly two decades, will work with experts in management, data collection and reporting, and communications to address the following three challenges: (1) develop a common system of measuring the effectiveness of each element in these initiatives; (2) develop a process for effective, collective decision making; and (3) create connections between existing activities and resources. This project is both exploratory research and effectiveness research. The project team first will explore the contextual factors that serve to support or inhibit female pursuit of mathematics doctorates by interviewing a variety of women who were undergraduate mathematics majors in the past, as well as current professional mathematicians. They then will use this information to better understand the most effective features of various current and past initiatives that are trying to increase the participation of women in advanced mathematics. A key stakeholder meeting will develop a process for effective, collective decision-making, to utilize what the project team learns from the interviews. The leadership team will develop a website with discussion board and social media components to highlight best practices and facilitate a virtual community for women interested in mathematics. Finally, a distillation of program elements and their targeted effectiveness will inform the selection of interconnected activities to test on a scalable model. These prototypes will be implemented at several sites chosen to represent a diversity of constituencies and local support infrastructure.
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TEAM MEMBERS:
Judy WalkerAmi RadunskayaRuth HaasDeanna Haunsperger
The Department of Computer Science and Engineering and DO-IT IT (Disabilities, Opportunities, Internetworking and Technology) at the University of Washington propose to create the AccessComputing Alliance for the purpose of increasing the participation of people with disabilities in computing careers. Alliance partners Gallaudet University, Microsoft, the NSF Regional Alliances for Persons with Disabilities in STEM (hosted by the University of Southern Maine, New Mexico State University, and UW), and SIGACCESS of the Association for Computing Machinery (ACM) and collaborators represent stakeholders from education, industry, government, and professional organizations nationwide.
Alliance activities apply proven practices to support persons with disabilities within computing programs. To increase the number of students with disabilities who successfully pursue undergraduate and graduate degrees, the alliance will run college transition and bridge, tutoring, internship, and e-mentoring programs. To increase the capacity of postsecondary computing departments to fully include students with disabilities in coursers and programs, the alliance will form communities of practice, run capacity-building institutes, and develop systemic change indicators for computing departments. To create a nationwide resource to help students with disabilities pursue computing careers and computing educators and employers, professional organizations and other stakeholders to develop more inclusive programs and share effective practices, the alliance will create and maintain a searchable AccessComputing Knowledge Base of FAQs, case studies, and effective/promising practices.
These activities will build on existing alliances and resources in a comprehensive, integrated effort. They will create nationwide collaborations among individuals with disabilities, computing professionals, employers, disability providers, and professional organizations to explore the issues that contribute to the underrepresentation of persons with disabilities and to develop, apply and assess interventions. In addition, they will support local and regional efforts to recruit and retain students with disabilities into computing and assist them in institutionalizing and replicating their programs. The alliance will work with other Alliances and organizations that serve women and underrepresented minorities to make their programs accessible to students with disabilities. Finally they will collect and publish research and implementation data to enhance scientific and technological understanding of issues related to the inclusion of people with disabilities in computing.
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TEAM MEMBERS:
Richard LadnerLibby CohenSheryl BurgstahlerWilliam McCarthy
After the first paradigm shift from the deficit model to two-way communication, the field of science communication is in need of a second paradigm shift. This second shift sees communication as an inherently distributed element in the socio-technical system of science and technology development. Science communication is understood both from a systems perspective and its consecutive parts, in order to get a grip on the complex and dynamic reality of science, technology development and innovation in which scientists, industrial and governmental partners and the lay public collaborate. This essay
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TEAM MEMBERS:
Maarten C.A. van der SandenSteven Flipse
Over the past ten years, investments in infrastructure for informal STEM education and science communication have resulted in significant growth in the number and variety of resources and depth of expertise available to members of the STEM research community wishing to develop outreach, engagement and broader impacts activities. This report/white paper recounts some of the developments that led to the existing synergy between Informal STEM Education (ISE), science communication, and STEM research, provides examples of infrastructure and resources that support this work, and identifies areas of
The Ross Sea Project was a Broader Impact projects for an NSF sponsored research mission to the Ross Sea in Antarctica. The project, which began in the summer of 2010 and ended in May 2011, consisted of several components: (1) A multidisciplinary teacher-education team that included educators, scientists, Web 2.0 technology experts and storytellers, and a photographer/writer blogging team; (2) Twenty-five middle-school and high-school earth science teachers, mostly from New Jersey but also New York and California; (3) Weeklong summer teacher institute at Liberty Science Center (LSC) where teachers and scientists met, and teachers learned about questions to be investigated and technologies to be used during the mission, and how to do the science to be conducted in Antarctica; (4) COSEE NOW interactive community website where teachers, LSC staff and other COSEE NOW members shared lesson plans or activities and discussed issues related to implementing the mission-based science in their classrooms; (5) Technological support and consultations for teachers, plus online practice sessions on the use of Web 2.0 technologies (webinars, blogs, digital storytelling, etc.); (6)Daily shipboard blog from the Ross Sea created by Chris Linder and Hugh Powell (a professional photographer/writer team) and posted on the COSEE NOW website to keep teachers and students up-to-date in real-time on science experiments, discoveries and frustrations, as well as shipboard life; (7) Live webinar calls from the Ross Sea, facilitated by Rutgers and LSC staff, where students posed questions and interacted directly with shipboard researchers and staff; and (8) A follow-up gathering of teachers and scientists near the end of the school year to debrief on the mission and preliminary findings. What resulted from this project was not only the professional development of teachers, which extended into the classroom and to students, but also the development of a relationship that teachers and students felt they had with the scientists and the science. Via personal and virtual interactions, teachers and students connected to scientists personally, while engaged in the science process in the classroom and in the field.
I-CLEEN, a project led by the Museum of Science of Trento (Italy), has developed and currently manages an information gateway of Earth system science educational resources. The aim of the project is to support Italian science teachers in setting up Earth science student-centred lessons. To do so effectively, the gateway exhibits the following key features: it adopts a bottom – up approach to resource development that relies on strong cooperation between science teachers and professional researchers (who also act as resource referees); it is subject–oriented and enhances the multi- and interdisciplinary traits that characterize geosciences; it embraces the concept of open source, through the technological tools (LifeRay) used and copyright policies adopted. A service usability study was performed after the first launch of the gateway and the results were used to develop the second release, which is currently online. During the preliminary phase of the project, as well as the development and set-up of the gateway, valuable insight was gained in various different fields: On the current situation in geoscience education in Italy – where teachers are encouraged to take up a student-centred approach, experiential education and learning initiatives, but currently opt for academic teaching methods because they lack the support and the tools needed. On the educational resource gateways currently available online, on the materials they provide and on the role of ICT in Earth science education. On the results achieved and the tools developed during previous science communication activities that involved teachers and students in research projects.
The Franklin Institute proposes to establish the Science Learning Network (SLN), a unique online collaborative of science museums, industry and schools to support the teaching and learning of science, mathematics and technology (SMT) in grades K-8. The SLN will integrate the educational resources offered by science/technology centers with the power of telecomputing networking to provide powerful new support for teacher development and science learning. By December 1997 the SLN will develop and evaluate the following: UniVERSE - an online SMT database and software package which will provide interactive capabilities to actively and intelligently assist K-8 classroom teachers in their Internet explorations, much like an electronic "librarian." Online Museum Collaborative - a national consortium of science museums (The Franklin Institute, the Exploratorium, Oregon Museum of Science and Industry, Museum of Science - Boston, and Science Museum of Minnesota) that will pool their resources and expertise to create online assets and provide ongoing professional development on telecomputing networking for precollege SMT teachers. Online Demonstration Schools - a network of K-8 schools, working in collaboration with consortium museums and Unisys Corporation volunteers as demonstration sites for online teaching and learning in SMT. Over the course of three years, the SLN will provide direct support to 180 teachers and 3,000 K-8 students in the online demonstration schools. Through existing teacher networks, each museum will offer professional development for an additional 200 teachers each year. The Urban Systemic Initiatives in Philadelphia and Miami offer the potential for broader, systemic impact in those cities. By the end of the grant period, the SLN will provide field- tested models of a new kind of online SMT community through the collaboration of science museums with industry and schools. The sustainable impact of the SLN will be assured by UniVERSE's status as a publicly accessible database and software package and the development of the national consortium of online museums, whose network resources will be made available on an ongoing basis to educators. The three-year formative development of the online demonstration schools will contribute vital data to precollegiate school reform in SMT, showing how schools build capacity to become members of the online community and demonstrating how teaching and learning are enhanced by online resources. Unisys Corporation has pledged its support to this project and will provide matching funds for up to 40% of the total NSF award.
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TEAM MEMBERS:
Stephen BaumannWayne RansomPaul Helfrich