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resource project Media and Technology
This project investigates long-term human-robot interaction outside of controlled laboratory settings to better understand how the introduction of robots and the development of socially-aware behaviors work to transform the spaces of everyday life, including how spaces are planned and managed, used, and experienced. Focusing on tour-guiding robots in two museums, the research will produce nuanced insights into the challenges and opportunities that arise as social robots are integrated into new spaces to better inform future design, planning, and decision-making. It brings together researchers from human geography, robotics, and art to think beyond disciplinary boundaries about the possible futures of human-robot co-existence, sociality, and collaboration. Broader impacts of the project will include increased accessibility and engagement at two partner museums, interdisciplinary research opportunities for both undergraduate and graduate students, a short video series about the current state of robotic technology to be offered as a free educational resource, and public art exhibitions reflecting on human-robot interactions. This project will be of interest to scholars of Science and Technology Studies, Human Robotics Interaction (HRI), and human geography as well as museum administrators, educators and the general public.

This interdisciplinary project brings together Science and Technology Studies, Human Robotics Interaction (HRI), and human geography to explore the production of social space through emerging forms of HRI. The project broadly asks: How does the deployment of social robots influence the production of social space—including the functions, meanings, practices, and experiences of particular spaces? The project is based on long-term ethnographic observation of the development and deployment of tour-guiding robots in an art museum and an earth science museum. A social roboticist will develop a socially-aware navigation system to add nuance to the robots’ socio-spatial behavior. A digital artist will produce digital representations of the interactions that take place in the museum, using the robot’s own sensor data and other forms of motion capture. A human geographer will conduct interviews with museum visitors and staff as well as ethnographic observation of the tour-guiding robots and of the roboticists as they develop the navigation system. They will produce an ethnographic analysis of the robots’ roles in the organization of the museums, everyday practices of museum staff and visitors, and the differential experiences of the museum space. The intellectual merits of the project consist of contributions at the intersections of STS, robotics, and human geography examining the value of ethnographic research for HRI, the development of socially-aware navigation systems, the value of a socio-spatial analytic for understanding emerging forms of robotics, and the role of robots within evolving digital geographies.

This project is jointly funded by the Science and Technology Studies program in SBE and Advancing Informal STEM Learning (AISL) Program in EHR.
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TEAM MEMBERS: Casey Lynch David Feil-Seifer
resource project Media and Technology
Implementation of a permanent exhibition, on-line content, educational materials, and public programs exploring the history and cultural impact of video games.

Through the design, fabrication, and implementation of a 24,000-sq. ft. permanent, long-term gallery—tentatively entitled Digital Worlds—The Strong National Museum of Play will explore and share the history, influence, and experience of video games as they relate to culture, storytelling, human development, and the broader evolution of play. This gallery, the centerpiece of a transformational museum expansion, will include complementary and cohesive interactive exhibit spaces that showcase the history of video games through: (1) display of rare and unique historical artifacts; (2) use of multiple media formats that allow guests to discover the history of video games and their impact on society and culture; and (3) inclusion of one-of-a-kind interactive experiences that bring the history, art, and narrative structures of video games to life.
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TEAM MEMBERS: Jon-Paul Dyson
resource research Professional Development, Conferences, and Networks
A group of 12 researchers gathered at MSI to discuss issues surrounding the critical but challenging area of how to measure the long-term effects or impacts of ISE experiences, chaired by Dr. John Falk, Oregon State University and Institute for Learning Innovation, and hosted by Aaron Price, Museum of Science & Industry, Chicago, (MSI) on July 18, 2018. All the invitees had expertise and experience in this area, resulting in a rich conversation based equally in theory and practice. The goal of the discussion was to build on the collective experience of the group to identify and address key
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resource research Media and Technology
Thanks, on the one hand, to the extraordinary availability of colossal textual archives and, on the other hand, to advances in computational possibilities, today the social scientist has at their disposal an extraordinary laboratory, made of millions of interacting subjects and billions of texts. An unprecedented, yet challenging, opportunity for science. How to test, corroborate models? How to control, interpret and validate Big Data? What is the role of theory in the universe of patterns and statistical correlations? In this article, we will show some general characteristics of the use of
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TEAM MEMBERS: Yurij Castelfranchi
resource research Media and Technology
Computational social science represents an interdisciplinary approach to the study of reality based on advanced computer tools. From economics to political science, from journalism to sociology, digital approaches and techniques for the analysis and management of large quantities of data have now been adopted in several disciplines. The papers in this JCOM commentary focus on the use of such approaches and techniques in the research on science communication. As the papers point out, the most significant advantages of a computational approach in this sector include the chance to open up a range
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TEAM MEMBERS: Nico Pitrelli
resource research Exhibitions
In this article, Bernhard Graf discusses the work of the Institut fur Museumskunde (Institute of Museum Studies), a division of the Staatliche Museen (State Museums) in Berlin. The Institut is devoted to research and documentation in the various areas of museum work, defined by the scientific disciplines relevant to the individual project.
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TEAM MEMBERS: Bernhard Graf
resource project Media and Technology
WNET is producing "The Human Spark," a multimedia project that includes a four-part television series (4 x 60 min) for national primetime broadcast on PBS, innovative outreach partnerships with museums, an extensive Web site and outreach activities, including a Spanish-language version and companion book. Hosted by Alan Alda, "The Human Spark" will explore the intriguing questions: What makes us human? Can the human spark be found in the differences between us and our closest genetic relative -- the great apes? Is there some place or process unique to the human brain where the human spark resides? And if we can identify it, could we transfer it to machines? The programs will explore these questions through presenting cutting-edge research in a number of scientific disciplines including evolution, genetics, cognitive neuroscience, behavioral science, anthropology, linguistics, AI, robotics and computing. The series will highlight opposing views within each field, and the interdisciplinary nature of science, including its intersection with the humanities. The series will develop a new innovative format, the "muse concept", which involves pairing the host with a different scientific expert throughout each program. The outreach plan is being developed with a consortium of four leading science museums, American Museum of Natural History in New York, Museum of Science in Boston, The Exploratorium in San Francisco, and the Fort Worth Museum of Science and History, paired with their respective local public television stations. An additional six museums and local broadcasters will be chosen through an RFP process to develop local initiatives around the series. Multimedia Research and Leflein Associates will conduct formative as well as summative evaluations of the series and web.
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TEAM MEMBERS: William Grant Jared Lipworth Graham Chedd Barbara Flagg
resource project Media and Technology
Carnegie Mellon University is developing an interactive, multimedia planetarium presentation about the human brain. The interdisciplinary project team will build upon and refine the experience gained from its recently completed planetarium show, Journey Into the Living Cell. The context for this work is the need for increased public understanding of the human brain - an organ central to the very concept of humanity. The understanding of the human brain is located at the lively crossroads of research in many disciplines, including psychiatry, psychology, neuroscience, computer science and biology. The proposed medium to address this important issue is a 45-minute planetarium show. A broad audience ranging from pre-adolescent to adult will be targeted. Sophisticated and entertaining imaging technologies, including animation and virtual reality, will be used throughout the work. Narration and sound will be tightly integrated into the work. The hemispherical display surface of the planetarium will be fully utilized both visually and sonically. Recent advances in the brain sciences as well as long held understandings about the brain will be presented. Basic brain biology and principles of brain function including cooperativity in brain region activity and brain region specialization will be introduced.
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TEAM MEMBERS: James McClelland Paul Oles Bryan Rogers
resource project Media and Technology
In concert with the overall strategy of the Advancing Informal STEM Learning (AISL) program to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments, Principal Investigators from Oregon State University, University of Idaho, and University of Texas at Dallas, will study a range of data in online social networks to identify evidence of the long-term impact of informal STEM education. Tracking informal learners over time to understand the impact of informal learning experiences has been a longstanding, daunting, and elusive challenge. Now, with massive amounts of data being shared and stored online, education researchers have an unprecedented opportunity to study such data and apply data analytics and visualization technologies to identify the long-term, cascading effects of informal STEM learning. Research findings will inform the design and development of a data-analysis tool for use by education practitioners to improve STEM learning experiences online, through television and film, and at informal education institutions. An independent external critical review board of learning scientists, computer scientists, engineers, informal STEM education practitioners, participating partners, broadcast media professionals, and policymakers, will ensure a robust evaluation of the research and effectiveness and utility of the data analysis tool to improve practice. A summary report for the field will be written on the scientific and practical reliability and validity of the research and data-analysis model, and the value of the work for audiences beyond informal STEM education practitioners and policymakers. The research is contemporaneously relevant, advancing innovative use of data-mining and data-analysis processes to better understand how informal learners communicate STEM learning experiences and interact with STEM content over time, across a range of social networks. Investigators will research: 1) whether learners who engage in informal STEM education experiences further their learning through discussions and sharing of information in social media networks, 2) which types of data are present in social media that are relevant for understanding the cascading impacts of learning over time, and 3) how learning may evolve independently within shared social networks, which, if discovered, could provide a predictive computational model with implications for significant impact across both formal and informal education. Investigators will employ existing and modified data crawlers to search for key terms and phrases, assess spikes and deformations in posts, queries, and blogs, and experiment with their test data to find which types or configurations of keywords or search terms deliver the most reliable and accurate results. A variety of formats will be explored to test various strategies with participating partners and practitioners. Data will be visualized to represent the following dimensions of learning: a) Interest/Affect, b) Recommendations, c) Understanding/Knowledge-Seeking, and d) Deeper Engagement.
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TEAM MEMBERS: John H Falk Hasan Jamil Kang Zhang
resource project Media and Technology
A recent report by the Association for Computing Machinery estimates that by decade's end, half of all STEM jobs in the United States will be in computing. Yet, the participation of women and underrepresented groups in post-secondary computer science programs remains discouragingly and persistently low. One of the most important findings from research in computer science education is the degree to which informal experiences with computers (at many ages and in many settings) shape young people's trajectories through high school and into undergraduate degree programs. Just as early language and mathematics literacy begins at home and is reinforced throughout childhood through a variety of experiences both in school and out, for reasons of diversity and competency, formal experiences with computational literacy alone are insufficient for developing the next generation of scientists, engineers, and citizens. Thus, this CAREER program of research seeks to contribute to a conceptual and design framework to rethink computational literacy in informal environments in an effort to engage a broad and diverse audience. It builds on the concept of cultural forms to understand existing computational literacy practices across a variety of learning settings and to contribute innovative technology designs. As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds new approaches to and evidence-based understanding of the design and development of STEM learning in these settings. This CAREER program of research seeks to understand the role of cultural forms in informal computational learning experiences and to develop a theoretically grounded approach for designing such experiences for youth. This work starts from the premise that new forms of computational literacy will be born from existing cultural forms of literacy and numeracy (i.e., for mathematical literacy there are forms like counting songs -- "10 little ducks went out to play"). Many of these forms play out in homes between parents and children, in schools between teachers and students, and in all sorts of other place between friends and siblings. This program of study is a three-phased design and development effort focused on key research questions that include understanding (1) how cultural forms can help shape audience experiences in informal learning environments; (2) how different cultural forms interact with youth's identity-related needs and motivations; and (3) how new types of computational literacy experiences based on these forms can be created. Each phase includes inductive research that attempts to understand computational literacy as it exists in the world and a design phase guided by concrete learning objectives that address specific aspects of computational literacy. Data collection strategies will include naturalist observation, semi-structured, and in-depth interviews, and learning assessments; outcome measures will center on voluntary engagement, motivation, and persistence around the learning experiences. The contexts for research and design will be museums, homes, and afterschool programs. This research builds on a decade of experience by the PI in designing and studying computational literacy experiences across a range of learning settings including museums, homes, out-of-school programs, and classrooms. Engaging a broad and diverse audience in the future of STEM computing fields is an urgent priority of the US education system, both in schools and beyond. This project would complement substantial existing efforts to promote in-school computational literacy and, if successful, help bring about a more representative, computationally empowered citizenry. The integrated education plan supports the training and mentoring of graduate and undergraduate students in emerging research methods at the intersection of the learning sciences, computer science, and human-computer interaction. This work will also develop publically available learning experiences potentially impacting thousands of youth. These experiences will be available in museums, on the Web, and through App stores.
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TEAM MEMBERS: Michael Horn
resource project Media and Technology
The objective of this project is to extend the concept of crowdsourcing in citizen science to the interaction design of the organization as well as to data collection. Distributed technologies offer new opportunities for conducting scientific research on a larger scale than ever before by enabling distributed collaboration. Virtual organizations that use distributed technologies in scientific organizations have primarily focused on how dedicated, professional scientists collaborate and communicate. More recently a rapidly increasing number of citizen science virtual organizations are being formed. Citizen scientists participate in scientific endeavors and typically lack formal credentials, do not hold professional positions in scientific institutions, and bring diversity of knowledge and expertise to projects and challenges. They participate in scientific endeavors related to their personal scientific interests and create new challenges for the design of virtual organizations. In terms of intellectual merit, the project will make three specific contributions: a new interaction design for collecting biodiversity data within a nature park, a model for crowdsourcing the design of an social computing approach to citizen science, and an analysis of the impact of crowdsourcing the design on motivating participation in collecting biodiversity data. Interactive tabletop computers will be placed in two nature parks so that the design of the citizen science environment can be embedded in a park experience and engage the public in understanding more about their parks, in data collection, and develop a personal commitment to environmental sustainability issues. In terms of broader impacts, the project provides three types of impact: research training by including graduate students, broad public dissemination to enhance scientific understanding of biodiversity, and benefits to society through association with the Aspen Center for Environmental Studies (ACES) and Encyclopedia of Life (EOL).
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TEAM MEMBERS: Mary Lou Maher Tom Yeh Jennifer Preece
resource research Media and Technology
This volume explores how technology-supported learning environments can incorporate physical activity and interactive experiences in formal and informal education. It presents cutting-edge research and design work on a new generation of "body-centric" technologies such as wearable body sensors, GPS tracking devices, interactive display surfaces, video game controller devices, and humanlike avatars. Contributors discuss how and why each of these technologies can be used in service of learning within K-12 classrooms and at home, in museums and online. Citing examples of empirical evidence and
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TEAM MEMBERS: Utah State University Victor Lee