Northeastern University will design, test, and study GrACE, a procedurally generated puzzle game for teaching computer science to middle school students, in partnership with the Northeastern Center for STEM Education and the South End Technology Center. The Principal Investigators will study the effect of computer generated games on students' development of algorithmic and computational thinking skills and their change of perception about computer science through the game's gender-inclusive, minds-on, and collaborative learning environment. The teaching method has potential to significantly advance the state of the art in both game-based learning design and yield insights for gender-inclusive teaching and learning that could have broad impact on advancing the field of computer science education. Development and evaluation of GrACE will consist of two, year-long research phases, each with its own research question. The first, design and development, phase will focus on how to design a gender-inclusive, educational puzzle game that fosters algorithmic thinking and positive attitude change towards computer science. The content generator will be created using Answer Set Programming, a powerful approach that involves the declarative specification of the design space of the puzzles. The second phase will be an evaluation that studies, by means of a mixed-methods experimental design, the effectiveness of incorporating procedural content generation into an educational game, and specifically whether such a game strategy stimulates and improves minds-on, collaborative learning. Additionally, the project will explore two core issues in developing multiplayer, collaborative educational games targeted at middle school students: what typical face-to-face interactions foster collaborative learning, and what gender differences exist in how students play and learn from the game. The project will reach approximately 100 students in the Boston area, with long-term goals of reaching students worldwide, once the game has been tested with a local audience. Results of the project will yield a new educational puzzle game that can teach algorithmic thinking and effect attitude change regarding computer science. Through the process of creating a gender-inclusive game to teach computer science, it will provide guidelines for future educational game projects. Beyond these individual project deliverables, it will improve our understanding of the potential for procedural content generation to transform education, through its development of a new technique for generating game content based on supplying educational objectives.
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TEAM MEMBERS:
Northeastern UniversityGillian SmithCasper Harteveld
This poster was presented at the 2014 AISL PI Meeting. It describes a project that uses location-based augmented reality games on smartphones to engage youth in activities developed by informal science institutions.
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TEAM MEMBERS:
Missouri Botanical GardenBob Coulter
Informal Community Science Investigators (iCSI) creates a network of four geographically diverse informal science institutions working together on strategies to engage youth ages 10-13 through location based augmented reality (AR) games played on smartphones. These high-interest, kid-friendly games will be used by families visiting the institutions and by youth who enroll in more intensive summer camp programs. Using AR games, participants will engage in playful but scientifically-grounded investigations drawing on each institution's research, exhibits, and natural spaces. For example, a botanical garden might engage young visitors through AR games with themes related to native and invasive species, while a zoo might create a game experience focusing on illegal wildlife trade. Participants in the iCSI summer camp program will have more intensive experiences, including work with the host institution's scientists, opportunities to develop original augmented reality games, and experiences with game-related service learning and citizen science programs. For both target groups (families and campers), the location specific games build understanding of both the institution's mission and the broader realm of scientific research and application. The project will test the notion of participants as "learner hero," the link between game play and the individual's development of competency, autonomy and the relationship to real world experience, in this case through community action on the subject of the game developed. To that end, participants will be encouraged to extend their involvement through related investigations on site and participation in community activities and projects that can be done at home. Social media tools such as Facebook and web sites managed by the host institutions will provide recognition for this extended engagement, helping participants maintain ties to the program. Additionally, program resources provide assistance to adult family members in nurturing and sustaining youth interest in STEM activities and careers. A major effort of the project will be development of a new software infrastructure called TaleBlazer for the augmented reality game that will enable teachers and students to develop their own game that incorporates real data collection and scientific model building. The new platform will enhance the game play platform MITAR developed with NSF funding.
This poster provides an overview, program goals, evaluation plan, and research questions for the AISL project, Techbridge Broad Implementation: An Innovative Model to Inspire Girls in STEM Careers. The poster was presented at the 2014 AISL PI Meeting.
This research explores how to support collaborative learning practices when science museum visitors employ their own personal mobile devices as Opportunistic User Interfaces (O-UIs) to manipulate a simulation-based museum exhibit. The sophisticated graphical capabilities of modern mobile devices have the potential to distract visitors, a phenomenon known as the heads-down effect. To study the impact of O-UI design on collaboration, a highly-dynamic "complex" O-UI was contrasted against more simplistic, "remote-control" OUI design, in the context of a cancer-treatment simulation. As expected
Digital information and communication technologies (ICTs) are novelty tools that can be used to facilitate broader involvement of citizens in the discussions about science. The same tools can be used to reinforce the traditional top-down model of science communication. Empirical investigations of particular technologies can help to understand how these tools are used in the dissemination of information and knowledge as well as stimulate a dialog about better models and practices of science communication. This study focuses on one of the ICTs that have already been adopted in science
There is a growing commitment within science centres and museums to deploy computer-based exhibits to enhance participation and engage visitors with socio-scientific issues. As yet however, we have little understanding of the interaction and communication that arises with and around these forms of exhibits, and the extent to which they do indeed facilitate engagement. In this paper, we examine the use of novel computer-based exhibits to explore how people, both alone and with others, interact with and around installations. The data are drawn from video-based field studies of the conduct and
Adolescents often pursue learning opportunities both in and outside school once they become interested in a topic. In this paper, a learning ecology framework and an associated empirical research agenda are described. This framework highlights the need to better understand how learning outside school relates to learning within schools or other formal organizations, and how learning in school can lead to learning activities outside school. Three portraits of adolescent learners are shared to illustrate different pathways to interest development. Five types of self-initiated learning processes
The development of interactive, participatory, multisensory environments that combine the physical with the virtual comes as a natural continuation to the computer game industry's constant race for more exciting user experiences. Specialized theme parks and various other leisure and entertainment centers worldwide are embracing the interactive promise that games have made users expect. This is not a trend limited to the entertainment domain;non-formal learning environments for children are also following this path, backed up by a theoretical notion of play as a core activity in a child's
Robotic Autonomy is a seven-week, hands-on introduction to robotics designed for high school students. The course presents a broad survey of robotics, beginning with mechanism and electronics and ending with robot behavior, navigation and remote teleoperation. During the summer of 2002, Robotic Autonomy was taught to twenty eight students at Carnegie Mellon West in cooperation with NASA/Ames (Moffett Field, CA). The educational robot and course curriculum were the result of a ground-up design effort chartered to develop an effective and low-cost robot for secondary level education and home use
Sage is a robot that has been installed at the Carnegie Museum of Natural History as a full-time autonomous member of the staff. Its goal is to provide educational content to museum visitors in order to augment their museum experience. This paper discusses all aspects of the related research and development. The functional obstacle avoidance system, which departs from the conventional occupancy grid-based approaches, is described. Sage's topological navigation system, using only color vision and odometric information, is also described. Long-term statistics provide a quantitative measure of
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TEAM MEMBERS:
Illah NourbakhshJudith BobenageSebastien GrangeRon LutzRoland MeyerAlvaro Soto
Summer science programs held in university research facilities provide ideal opportunities for pre-college students to master new skills and renew, refresh, and enrich their interest in science. These types of programs have a positive impact on a student's understanding of the nature of science and scientific inquiry and can open a youngster's eyes to the many possible career opportunities in science. This paper describes a study of high school students enrolled in the Summer Science Academy program at the University of Rochester that investigates the program's impact on students' knowledge of
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TEAM MEMBERS:
Kerry KnoxJan MoynihanDina Markowitz