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 Cornell Lab of Ornithology is creating a new type of interactive, question-driven, online bird-identification tool called "Merlin," along with associated games, social networking tools, and other media. Unlike existing bird-identification guides, which are based on traditional taxonomic keys written by scientists, Merlin uses machine learning algorithms and crowd-sourced data (information provided by thousands of people) to identify birds and improve Merlin's performance with each interaction. The tool will help millions of people identify birds and participate in a collective effort to help others. The Crowd ID project will make it easier for people to discover the names of birds, learn observation and identification skills, find more information, and appreciate Earth's biodiversity. The summative evaluation plan is measuring increases in participants' knowledge, engagement, and skills, as well as changes in behavior. Impacts on participants will be compared to a control group of users not using Merlin. Merlin tools will be integrated into the Cornell Lab's citizen science and education projects, which reach more than 200,000 participants, schoolchildren, and educators across the nation. Merlin will be broadly adapted for use on other websites, social networking platforms, exhibits, mobile devices, curricula, and electronic field guides. Once developed, Merlin can be modified to identify plants, rocks, and other animals. Merlin will promote growth of citizen science projects which depend on the ability of participants to identify a wide range of organisms.
The University of Pittsburgh's Center for Learning in Out-of-School Environments (UPCLOSE), the Carnegie Museum of Natural History, and the Robotics Institute at Carnegie Mellon University are building an open access cyberlearning infrastructure that employs super high-resolution gigapixel images as a tool to support public understanding, participation, and engagement with science. Networked, gigapixel image technology is an information and communication technology that creates zoomable images that viewers can explore, share, and discuss. The technology presents visual information of scientifically important content in such detail that it can be used to promote both scientific discovery and education. The purpose of the project is to make gigapixel technology accessible and usable for informal science educators and scientists by developing a robotic imaging device and online services for the creation, storage, and sharing of billion-pixel images of scientifically important content that can be analyzed visually. Project personnel are conducting design activities, user studies, and formative evaluation studies to support the development of a gigapan technology platform for demonstration and further prototyping. The project builds on and leverages existing technologies to provide informal science education organizations use of gigapixel technology for the purpose of facilitating three types of activities that promote participatory learning by the public--Public Understanding of Science activities; Public Participation in Scientific Research activities; and Public Engagement in Science activities. The long-terms goals of the work are to (1) create an accessible database of gigapixel images that informal science educators can use to facilitate public-scientist interactions and promote participatory science learning, (2) characterize and demonstrate the affordances of networked gigapixel technologies to support socially-mediated, science-focused cyberlearning experiences, (3) generate knowledge about how gigapixel technology can enable three types of learning interactions between scientists and the public around visual data, and (4) disseminate findings that describe the design, implementation, and evaluation of the gigapixel platform to support participatory science learning. The project\'s long-term strategic impacts include guiding the design of high-resolution images for promoting STEM learning in both informal and formal settings, developing an open educational resource and science communication platform, and informing informal science education professionals about the use and effectiveness of gigapixel images in promoting participatory science learning by the public.
The University of Central Florida Media Convergence Laboratory, New York Hall of Science, and the Queens Museum of Art are developing a 3-D, multi-user virtual environment (MUVE) of the 1964/65 New York World's Fair. Virtual fairgoers of all ages will be immersed in an accurately modeled historical world with more than 140 pavilions on science, technology, engineering, and mathematics (STEM) disciplines and an array arts and humanities exhibits. The virtual world can be freely explored through self-designed avatars, and avatar-led guided tours. Discovery Points throughout the virtual environment will afford opportunities for in-depth engagement in STEM topics that will empower participants to explore the broader consequences of technological innovations. The centerpiece of user-generated content is FutureFair, an area where online users can create and share their personal visions of the future. Interconnections reaches beyond its virtual component through its partnership with the New York Hall of Science and the Queens Museum of Art, which are both situated in the heart of Queens in Flushing Meadows Corona Park, a 1255 acre urban park that hosted the 1939/1940 and 1964/65 Fairs. The New York Hall of Science will provide face-to-face youth workshops that employ problem-based learning. Single and multi-session programs will connect adolescents to STEM content presented at the Fair through the virtual world environment. Participants will create multimedia content for inclusion in the project's website. Multi-touch interactive stations at the Queens Museum of Art will enhance their NY World's Fair Exhibit Hall by empowering visitors to individually or collectively explore various STEM topics and the symbiotic relationships between STEM and the humanities, and by serving as an attractor for visitors to the online Fair exploration. The project will be completed in time for the 50th Anniversary celebration of the 1964 World's Fair. Building upon prior research on learning in virtual worlds, the project team will investigate how STEM concepts are advanced in a simulated multi-user virtual environment and studying the effectiveness of using Virtual Docents as enhancements to the informal learning process. The research and development deliverables have strong potential to advance the state of informal science education, research on modeling and simulation in virtual world development, and education research. Michigan Technological University will conduct the project formative and summative evaluations.
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TEAM MEMBERS:
Lori WaltersMichael MoshellCharles HughesEileen Smith
The project, from Indiana University Purdue University Indianapolis (IUPUI), investigates the design, development and dissemination of metaphoric aural sound symbols (audemes), audeme dictionary and riddle audeme games to teach scientific concepts to 75-100 students who are blind and visually impaired (BVI). A number of research questions are included. How do audemes and sequences function as metaphors of STEM concepts? Which audeme game structures and strategies work best to engage BVI students? How do audemes and audeme games impact STEM education? The audeme-to-concept-to-audeme dictionary will build scientific concepts using standards, state-approved science textbooks, teachers and students. They will also examine secondary words that are associated with the science concepts by mining textbooks, identifying tertiary concepts, and establishing a preliminary dictionary of audemes. A team of education, students and professionals who are experts will design the audemes after multiple iterations. A control and experimental group of students will test the audemes through traditional methods and audeme games. Students will complete a pre and post test of scientific concepts with repeated measures ANOVA to examine changes on student scores from the control and experimental groups. This work using audemes to teach scientific concepts will make contributions to BVI, learning disabilities, and general population students. Audemes and audeme games have the potential for broad implementation in both formal and informal settings for computers, mobile, and other networked platforms.
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TEAM MEMBERS:
Steven MannheimerMathew PalakalDavide Bolchini
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.
LOOP is a new multiplatform, environmental project designed to help young children, ages 6-8, explore ecosystems and understand the science and systems of the natural world. Built upon a curriculum that moves beyond the 3Rs (reduce, reuse, recycle), the goal is to help lay the foundation for a lifelong interest in the science of sustainability. Deliverables include: a 20-episode television series with animated stories and live-action segments which feature families and children; an online game to immerse players in the same ecosystems seen on television; Loop Live Missions (outdoor science activities); and an afterschool/camp curriculum designed to get children and families outside to explore natural systems. Promotion of LOOP's educational resources will be undertaken through a partner network including the U.S. Forest Service, Children & Nature Network, National Recreation and Park Association, American Camp Association, National Summer Learning Association, Girl Scouts of the USA, and the Boys & Girls Clubs of America. LOOP is produced by WGBH in Boston and intended for national distribution on PBS. The project design creates an "interactive learning loop" which cycles between the television series, the Website, and outdoor science activities. The intended impacts are to: (1) deliver educational media to the target audience that increases their understanding of science and sustainability issues; (2) model and teach science concepts and scientific habits of mind; and (3) connect children and their families to the natural world. Concord Evaluation Group will be responsible for conducting formative and summative evaluation of the project. The summative evaluation is designed to measure project impacts with respect to change in behavior and attitudes, as well as science learning. The results of the evaluation will inform the curriculum for the current and future seasons of LOOP and contribute to the growing knowledge base of how media can effectively promote and teach substantive science to the young.
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 Minnesota Zoo and Eduweb will design and develop "WolfQuest," an online, 3-D, multiplayer videogame based upon the behavior, biology and social structure of the gray wolf. This dynamic interactive experience will allow learners to become a virtual wolf (avatar) to explore gray wolves within an authentic virtual replication of wolf habitat and social structure. The scientifically accurate graphic representations of the virtual environment will afford rich and robust learning of wolf behavior, biology and habitat ecology. Participants are intended to emerge from the learning experience with a clear understanding of wolf conservation issues in the real world. "WolfQuest" is supported by a website that will function as a self-sustaining community of learners who will participate in discussion forums with wolf experts, and receive ongoing gameplay information and interaction with other participants. Additionally, the project website will provide educational guides for parents and teachers, interpretive materials, incentives to reward participants' achievements acquired through "WolfQuest" gameplay and provide a link to informal environmental organizations throughout the country. The national informal education network will afford regional customization of "WolfQuest," as well as provide social interaction among participants and organizations. The national participant network will disseminate and promote the "WolfQuest" game and wolf-related science programs. Two kiosk installations will be deployed at the Minnesota Zoo and the International Wolf Center for extended learning opportunities at those sites. Project assessment will aggregate data on learners' content acquisition, attitudinal change, game engagement and will yield guidelines for the field on effective practices in development of science education games, along with appropriate methodologies for evaluating game-based learning.
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
Cyberchase is the only mathematics series for children on U.S. television. Cyberchase is designed to engage children aged 8-11 in mathematics, help them develop knowledge and skill in math and problem-solving, and reinforce the usefulness of mathematics. The content of Cyberchase supports the 3rd-5th grade standards of the National Council of Teachers of Mathematics. While Cyberchase will continue to be broadcast nationally on PBS, this broad implementation proposal will expand access to Cyberchase's entire body of materials on a reconstructed online portal. This new digital portal will house all of Cyberchase's multi-media mathematics content including 94 episodes, over 50 online math games, and scores of activities. The portal will organize materials by math topic, allow for on-demand viewing and downloading, and create guided learning trajectories to make it easy and fun to explore a math concept more deeply. Ongoing outreach will sustain Cyberchase's PBS presence and its impact on communities. Multimedia Research will conduct front-end/formative evaluation to inform design decisions. MediaKidz Research and Consulting will help set up online tracking mechanisms in the prototype phase and will track and analyze data once the portal is launched. The project will partner with online content providers such as Yahoo Kids and NSDL's Science and Math Informal Learning Educators (SMILE) pathway, and Science Buddies to expand distribution and use. They will also work with existing partners, both in the formal and informal arenas, to introduce the new portal to a wider audience. These partners include the National Council of Teachers of Mathematics (NCTM), National Council of Supervisors of Mathematics (NCSM), Girl Scouts, Girls, Inc., National Engineering Week Foundation (EWeek), and VITAL (Video in Teaching and Learning). Cyberchase online currently attracts 500,000 unique visits a month. The proposed portal will continue to serve this audience in improved ways and serve new audiences who cannot or do not watch PBS stations. It will also provide a home for the material for the expanding numbers of young people who are spending increasing time online. Besides expanding access to Cyberchase materials, the new portal will be able to provide guided learning paths through which users will be prompted to navigate around themes or concepts. To test whether the new learning pathways succeed in encouraging children to use related media on the site, tracking mechanisms will be designed and the resulting data analyzed.
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TEAM MEMBERS:
Sandra SheppardFrances NankinMichael TempletonBarbara Flagg