The Franklin Institute Science Museum will develop, install and evaluate a museum-wide Interactive Computer Information System (ICIS) designed to enhance visitors' exhibit learning through museum-wide visitor information access and connectivity. ICIS will provide educational experiences for 1.2 million people per year, tailoring its information presentations to individual visitor needs and levels of knowledge. Exhibit based units will add advanced presentation functions beyond the usual graphics and text labels. ICIS will include 67 touchscreen-operated computer stations and six min- computers linking 27 exhibit areas in The Franklin Institute. This project is a collaboration between The Franklin Institute and the Unisys Corporation, which will provide over a five year period systems engineering, hardware, installation, maintenance and training of museum personnel valued at $2.4 million. An extensive evaluation plan will include studies of visitor-computer interaction, the economics and management of system maintenance, collaboration between museum and corporation and effectiveness of computer-based exhibit interpretation techniques. Project results will be disseminated through conference presentations, seminars and published articles.
This planning effort, a collaboration of teams at the University of Maryland, Cornell University, Carnegie Mellon University and the Sciencenter of Ithaca, deals with the development and testing of a unique methodology for educating youth in computer programming. Through a mobile robot that is cleverly disguised as a small animal, participants will learn to manipulate the system by physically moving it as well as setting variables via electronic buttons thereby learning programming and design. The eventual use of this system and methodology is in museum exhibits so preliminary survey data will be gathered from various venues that presently use less capable devices. Iterative testing will be done at the Sciencenter in its exhibits.
This project will develop a prototype intelligent cyberlearning platform for middle school audiences at a museum location to test and evaluate the use of virtual learning technologies. The content for this test is focused on sustainability issues that enable students to develop an age-appropriate understanding of the relationships between specific conservation decisions, energy use, human health, and population growth within Earth's ecosystem. The prototype cyberlearning system will demonstrate how users can learn about science topics by interacting with a display of environmental factors that enable them to explore the impact of social, economic, and technological forces that may change one existing state and condition to another. The system will enable users to understand the interrelationships of those elements by enabling them to change conditions and then observing the effect of the changes they make on the conditions presented in the initial model. The prototype intelligent cyberlearning system will provide a unique integration of a sophisticated agent-based modeling simulation of environmental, social, and economic phenomena with three advanced learning technologies: game-based learning systems, intelligent tutoring systems, and narrative-centered learning systems. The game-based and narrative aspects of the project are embodied in the interactive time-travel focus of the 3D display on a multi-touch surface computing table in which users will play the role of environmental scientists who have been charged with helping earth become a thriving green planet. They will go back in time and be given the opportunity to make different decisions on any range of options. After they make their decisions, they will travel forward in time to see the results of their decisions. All of the interactions will be used to dynamically generate their time-travel adventures. The intelligent tutoring system will track user\'s problem-solving activities in the simulated world. As users make decisions, the intelligent tutoring system will draw inferences about their level of understanding of key environmental concepts. Given the current problem-solving goal (e.g., reduce green house gases) and the current state of the environment (e.g., climatological state, earth's population, factory emissions), the intelligent tutoring system will draw on its knowledge of common environmental misconceptions to assist students as they progress through the sustainability narratives. The intelligent tutoring system will receive the updated state from the agent-based simulation, which will then provide explanatory commentary and advice through the virtual human to the users about the causal connections underlying the results of the decisions they have made. Similarly, during the course of decision-making, users will be able to request advice, and the same computational framework will drive the virtual human\'s advice generation functionalities. The project will design, development, deploy, and evaluate a prototype intelligent cyberlearning platform for sustainability that supports independent, but guided, exploration of science topics. Because all users interactions will be accompanied by a virtual environmental scientist who will narrate their journeys and offer problem-solving advice, users will be afforded rich learning opportunities that support independent inquiry but also provided guided exploration of complex science topics. With a focus on group learning experiences in the out-of-school setting, the virtual environmental scientist will answer questions that will engage groups of users in a collaborative effort to understand the rich interrelationships of sustainability. The project will demonstrate the transformative potential of intelligent cyberlearning systems that integrate agent-based modeling with game-based learning, intelligent tutoring systems, and narrative-centered learning in an out-of-school setting to enable users to experience science in fundamentally new ways.
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TEAM MEMBERS:
James LesterBradford MottJames MinoguePatrick Fitzgerald
In this full-scale research and development project, Oregon State University (OSU), Oregon Sea Grant (OSG) and the Hatfield Marine Science Center Visitors Center (HMSCVC) is designing, developing, implementing, researching and evaluating a cyberlaboratory in a museum setting. The cyberlaboratory will provide three earth and marine science learning experiences with research and evaluation interwoven with visitor experiences. The research platform will focus on: 1) a climate change exhibit that will enable research on identity, values and opinion; 2) a wave tank exhibit that will enable research on group dynamics and problem solving in interactive engineering challenges; and 3) remote sensing exhibits that will enable research on visitor interactions through the use of real data and simulations. This project will provide the informal science educaton community with a suite of tools to evaluate learning experiences with emerging technologies using an iterative process. The team will also make available to the informal science community their answers to the following research questions: For the climate change exhibit, "To what extent does customizing content delivery based on real-time visitor input promote learning?" For the wave tank exhibit, "To what extent do opportunities to reflect on and share experiences promote STEM reasoning processes at a build-and-test exhibit?" For the data-sensing exhibit, "Can visitors' abilities to explain or use visualizations be improved by shaping their visual searches of images?" Mixed-methods using interviews, surveys, behavioral instruments, and participant observations will be used to evaluate the overall program. Approximately 60-100 informal science education professionals will discuss and test the viability of the exhibit's evaluation tools. More than 150,000 visitors, along with community members and local middle and high school students, will have the opportunity to participate in the learning experiences at the HMSCVC. This work contributes to the fields of cyberlearning and informal science education. This project provides the informal science education field with important knowledge about learning, customized content delivery and evaluation tools that are used in informal science settings.
The Nexus of Energy, Water, and Climate: From Understanding to Action (Café +) project will develop and test two interactive board game concepts focused on energy, water, and climate with youth and adults from four highly diverse communities in New Mexico. The four primary goals of the project are to: (a) develop, play test, and implement two board, card, or other non-electronic games grounded in energy, water, and climate content at four project sites, (b) identify the key characteristics of the games that maximize problem solving while stimulating interest, engagement, and learning, (c) explore the implications of game playing on dialog, learning, and Café+ satisfaction for youth and adult participants, and (d) evaluate the viability of this model for full scale implementation throughout the existing Café Scientifique program, from which this project is based. Los Alamos National Laboratory, Sandia National Laboratory, PNM Resources, Scott Balaban Games Design, the Los Alamos County Utilities Department, and a host of advisors and consultants from a broad range of organizations and institutions will collaborate to develop, test, and implement the Café+ games model. The primary deliverables include: (a) two non-electronic multiage commercial quality games focused on energy, water, and climate content, (b) a comprehensive pilot study examining the impact, effectiveness, and viability of the Café+ model with the target audiences, and (c) formative and summative evaluations of the games implementation model. A significant outcome of Café+ is that New Mexico youth and adults, from diverse backgrounds, will learn relevant science content through the development and testing of engaging, innovative commercial quality games. Over 250 youth and adults will benefit directly from their participation in the pilot study. They will not only learn important science content while working collaboratively in groups (youth only and youth/adult groups), but they will also participate in an authentic scientific process experience as playtesters. In this role, youth and adults will experience critical science concepts such as trial and error and refinement. Further, the games will be made publicly available and implemented across the entire Café Scientifique program (n=960 youth). The evaluation study will employ a mixed methods approach to examine project implementation, effectiveness, and impacts. Focus groups, observations, and surveys will be employed to assess a number of variables such as (but not limited to): content knowledge and learning, interest, engagement, game features, game play processes, gaming obstacles and challenges, participant interactions, and motivation. Embedded assessment opportunities will also examine participants\' decision making abilities, analytical skills, and ability to transfer knowledge gained to real world situations as they navigate through the games. Data collected at the youth-only pilot test sites will be used in a comparative analysis of similar variables tracked at the youth and adult sites. Formative approaches will provide iterative, ongoing opportunities for programmatic and game refinement and adjustments. The formative and summative evaluations will endeavor to document critical data and findings needed to assess the viability of Café+ as a full scale development project, with additional games and project sites across the country. The Café+ project would add to the limited literature base on learning and science engagement of youth within Science Café settings in the 21st century. More critically, this pilot study could contribute to the dearth of current research on the impact of non-electronic game play can have on youth only groups and youth/adult groups working collaboratively to make important scientific decisions within Science Café settings. This comparative data could prove significant for other program models interested in implementing similar youth and adult game based program. Further, the relevance of the content could potentially spark youths' interest not only in pursuing courses and careers in STEM, but it could also motivate youth and adult participants to become more involved in civic engagement activities occurring within and beyond their local communities.
MIT Education Arcade, in partnership with the Smithsonian Institution, designed and developed Vanished, an eight-week environmental science game as a new genre called the curated game, a hybrid of museum-going, social networking, and online gaming. Middle school aged participants engaged in Earth systems science to study a range of environmental issues associated with mass extinction. Though the game was structured around a fictional scenario--communication with visitors from the future--it posited a future affected by current environmental issues and conditions, and encouraged participants to apply systems thinking as a means to understand how these current conditions led to environmental disruptions. As part of the game play participants studied, applied, and integrated knowledge and skills from multiple sources, including Earth science, ecology, astronomy, and archaeology, and forensic anthropology. An Advisory Board and contributing scientists were be involved. The project team is currently analyzing data collected from the game to test the hypothesis that the game play would allow youth, ages 11-14, to increase their understanding of the scientific process and increase their motivation to learn more science. This summative evaluation is being conducted by TERC Inc. A Curated Game Handbook will be produced to disseminate project results as a model for new applications of game-based learning. Open source software created as part of the game has been made available, and should enable future developers in informal science education to build directly upon these foundational efforts.
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TEAM MEMBERS:
Eric KlopferConrad LabandeiraScot OsterweilStephanie Norby
The University of Southern California's Institute for Creative Technologies and the Museum of Science, Boston will create life-sized, 3-D Virtual Humans that will interact with visitors as interpretive guides and learning facilitators at science exhibits. Through the use of advanced artificial intelligence and intelligent tutoring techniques, Virtual Humans will provide a highly responsive functionality in their dialogue interpretation that will generate sophisticated interaction with visitors about the STEM content related to the exhibit. The project exemplifies how the confluence of science, technology, engineering, mathematics and education can creatively and collaboratively advance new tools and learning processes. The Virtual Human project will begin to present to the visitor a compelling, real life, interactive example of the future and of the related convergence of various interdisciplinary trends in technology, such as natural language voice recognition, mixed reality environments, para-holographic display, visitor recognition and prior activity recall, artificial intelligence, and other interdisciplinary trends. The 3-D, life-sized Virtual Humans will serve as museum educators in four capacities: 1) as a natural language dialogue-based interactive guide that can suggest exhibits to explore in specific galleries and answer questions about particular STEM content areas, such as computer science; 2) as a coach to help visitors understand and use particular interactive exhibits; 3) be the core focus of the Science behind the Virtual Humans exhibit; and 4) serve as an ongoing research effort to improve human and virtual human interactions at increasingly sophisticated levels of complexity. The deliverables will be designed to build upon visitor experiences and stimulate inquiry. A living lab enables visitors to become part of the research and development process. The project website will introduce visitors to the technologies used to build virtual humans and the research behind their implementation. The site will be augmented with videos and simulations and will generate user created content on virtual human characters. Project evaluation and research will collect language and behavioral data from visitors to inform the improvement of the virtual guide throughout the duration of the grant and to develop a database that directly supports other intelligent systems, and new interface design and development that will have broad impact across multiple fields.
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TEAM MEMBERS:
William SwartoutDavid TraumJacquelyn MorieDiane PiepolH. Chad Lane
Cognitive research indicates that science experts commonly use diagrams as mediational tools for reasoning visually. But in science education materials and practices, visuals are typically "aids" rather than fundamental representations. This research will examine how students learn to comprehend, use, and construct diagrams as thinking tools. It will focus on the diagram-dense field of beginning optics. The project has two interacting phases: research on how students understand static optics diagrams, and development and refinement of prototype computer- based dynamic diagrams and diagramming tools. Specific tasks are: (1) Pilot research, and analysis of diagrams in optics texts, (2) research on instructional practices with these diagrams, (3) research on student understanding and use of diagrams, (4) design and develop interactive diagrams and a dynamic diagram-construction kit, (5) carry out research with prototypes, and (6) formulate and disseminate implications for creation and use of interactive diagrams in science education. Such research on visual education in science will help guide development of new curricula and software for science education. The project team of cognitive scientists, science educators, graphics specialists, and systems developers is devoted to promoting learning and reasoning in science with new data, theory, and innovative prototypes of dynamic diagrams. These interdisciplinary activities more directly link science education research, materials development, and classroom activities. Cost sharing is provided by the Institute for Research on Learning which is contributing indirect costs and APPEL which is contributing four MacIntosh II systems.
This planning grant seeks funding for demonstrating proof of concept for the proposed traveling exhibition "Inside Phoebe's Field." It is an outgrowth of the prior NSF project (9979287) that resulted in an interactive book for middle-school age girls. This project extends the book through exploring the feasibility of using mixed reality in an exhibit format as well as virtual environments using the Internet. Intellectual Merit: The project will further the technology-enhanced three-dimensional storytelling approach by development of selected science exhibit prototypes. The project team combines academic, museum and professional expertise, as well as a partnership with the Girl Scouts of the USA. Broader Impact: This project will provide the ISE field valuable feedback about the use of metaphor in storytelling in a science-based exhibition, as well as about the application of new technologies (virtual reality, augmented reality technologies and interactive electromechanical events) for creating exhibit experiences. At the same time it will further the development of a national traveling science exhibition whose primary target audience will be girls from ages 10 to 13.
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TEAM MEMBERS:
Mitzi VernonKatherine CennamoIrene GoodmanMichael ErmannSteve HarrisonMargarita McGrath
The Scientific Reasoning Research Institute at the University of Massachusetts, Amherst will conduct a feasibility study for engaging museum visitors in data analysis through this planning grant. Intellectual Merit: This project builds on the extensive prior work of the PI in developing Tinkerplots software for middle school students. At the same time, it potentially takes advantage of the many museum exhibitions that include various kinds of data but provide no mechanisms for visitors to analyze the data and draw conclusions. This project makes the connection by seeking to demonstrate the proof of concept for the transfer of this data analysis program from the formal to the informal setting. Broader Impact: This project will purposefully test three very different settings -- Museum of Science, Boston, MA; Naismith Basketball Hall of Fame, Springfield, MA; and Missouri Botanical Garden, St. Louis, MO -- to explore the advantages and limitations of this approach in those learning environments. If successful, the software could have very wide application.
This project will research distributed, online fantasy basketball games, which are quite popular with many kinds of players, including informal science education under-represented groups, and which entail some degree of informal statistical reasoning and decision-making strategies. The game is not playing basketball per se, but taking on the role of a team owner or coach who needs to decide how best to compose a team given necessarily limited resources. The research team will provide a method for framing and researching statistical understanding and decision making of expert and novice players, then, based on the research, will develop scaffolded techniques for helping players become more reflective on and adept with the statistical knowledge and decision making strategies they use.
This 12-month planning grant will create the foundation for a project based on meaningful, online, game-based learning. Specifically, it will enable the proposer to develop and validate story lines and game characters with middle-school aged children in two summer design institutes. In addition, the proposer will build partnerships with museums and informal learning institutions and develop a plan to work with these partners for the dissemination, promotion, use and evaluation of the future games. Intellectual Merit: The project will develop standards-linked design specifications for play scenarios, game characters and real-world, problem-based activities across STEM domains. These design specifications should be of significant value for future educational game development. Children will serve as "informants" during game design, providing input where most effective. This involvement in the planning process is critical to the success of the games, and should ensure the desired "kid appeal." Broader Impact: The strategy of involving advisory groups of children, including those at-risk, will allow the project to factor in ways to engage audiences underrepresented in the sciences by tailoring characters and activities that ensure broad appeal. In addition, the approach of solving puzzle-like problems embedded in a game's story narrative should appeal to both boys and girls. This project will generate a report for publication on the design process and resulting specifications.