These algorithms will enable the design of proteins and other molecules to act on today's undruggable proteins and tomorrow's drug-resistant diseases. Its focus is on the intersection of media arts and humanities, sciences, and technology, both in theory and in practice. As part of their applied courses, students will be asked to work in small groups and complete an original research project. Sponsoring unit/organization Research Triangle Institute Title of opportunity Knowledge Acquisition and Modeling for Computational Social Science Scope of work Assist in developing cutting edge technology for knowledge acquisition and modeling and using the resultant knowledge graphs for a wide range of computational social science from the Opioid Epidemic, to Global and Domestic Education . Themain computational social science areas are automated information extraction systems, social network analysis, social geographic information systems (GIS), complexity modeling, and social simulation models. 2022 2021 2020 2019 2018 2017 2022 AMU/Law Poznan, Poland June 20 to July 1, 2022 Learn More Apply Aachen-Graz Virtual Event July 18 to July 30, 2022 His research interests include social networks and computational social science. The amount of research on these topics in both the AI and theory communities has surged in recent years. This cluster, with faculty from economics, anthropology, sociology, and statistics, will teach students how to build and test models in the social sciences. Duke Population Research Center Contact. Our approach is motivated by two longstanding difficulties for traditional social science: first, that simply gathering observational data on human activity (e.g., who says what to whom, with what effect) is extremely difficult at scale and . The field of computational social science exists because advances in technology have generated an unprecedented volume of digital data that can be used to research traditional social science topics like democracy, security, economic growth, and inequality. DURHAM, N.C. -- Duke students will soon emerge more prepared to use data to create new knowledge in a host of disciplines thanks to the newly launched Center for Computational Thinking (CCT). Primary (gray) and secondary (white) learning goals. It is affiliated with the interdisciplinary arts and humanities media labs led by the CMAC program . Concepts and computational tools for working with unstructured, semi-structured, and structured data and databases. Research Relays provide a relaxed setting to allow faculty to learn about each other's research, promote informal discussions, and stimulate collaborations. Computational Social Science Computational Social Science Social interaction is increasingly mediated by Internet-enabled information and communication technologies. The incipient field of computational social science continues to generate an array of interdisciplinary projects, often pursued in partnership with computer scientists, statisticians, and mathematicians. 6 39 . The Summer Institutes in Computational Social Science will run 32 locations in 2022. Though there is a core curriculum that is used across many sites, each institute is led by different people who can offer targeted expertise to a range of different audiences. The driver of this framework is a computational version of reflective equilibrium (RE), an approach that seeks coherence between . Both projects provide opportunities for computer science students, social science students and arts and humanities students to work together on understanding how computational methods can be used for academic research in the humanities and social sciences. He is speaking English to accommodate the participating social and data scientists who have come to Bamberg from all over . Researchers at Duke use the tools of artificial intelligence to assist with various important societal problems, including (but not limited to) healthcare, antibiotic and cancer resistance, criminal justice, detecting fake news, allocation of public resources to those who need them, environmental . Speakers Dan Ariely Dan Ariely is the James B. Duke Professor of Psychology and Behavioral Economics at Duke University and a founding member of the Center for Advanced Hindsight. . This field applies computational methods to novel sources of digital data such as social media, administrative records, and historical archives to develop theories of human behavior. Bit by Bit: Social Research in the Digital Age, Preface. Students with CSS skills can use data to examine theoretically-sound research questions in virtually any area they are interested in. The rise of data: The amounts of data has exploded during the 21st century 3. IC2S2 has emerged as the dominant conference at the intersection of social and computational science, bringing together researchers from around the world in economics . Duke University, Box 90989 Durham, NC 27708-0989 Phone: 919-681-4993. contactdprc@duke.edu. The rapidly growing field of computational social choice, at the intersection of computer science and economics, deals with the computational aspects of collective decision making. Author: Patricia Achter, 2 December 2020. This course gives you an overview of the current opportunities and the omnipresent reach of computational social science. with Augustus Wendell The results are all around us, every day, reaching from the services provided by the world's most valuable companies, over the hidden influence of governmental agencies, to the power of social and political movements. Carsten Schwemmer is explaining computer-aided processes to a group of 25 graduate students participating in a Summer Institute in Bamberg. Explore Artificial Intelligence research areas at Duke Computer Science. There is also a program at Duke called Computational Media, Arts & Cultures. Sociology. Computer scientist Conitzer, Kimberly J. Jenkins University Professor of New Technologies, and his fellow editors take readers to the intersection of computer science and economics with this handbook, written by 36 . 1. Degree Requirements Summary 30 credits in Economics and Computational Science Capstone Course Completion exercise: Portfolio and Final Exam Internship (optional) Responsible Conduct of Research (RCR) training (For International Students) English Language Proficiency Review Full Requirements including Course Options Learn More about Our Faculty A leader in the emerging field of computational social science, Bail's research examines fundamental questions of social psychology, extremism, and political polarization using social media data, bots, and the latest advances in machine learning. Five scholars will be given four minutes each to present their collaborative research in a . 1. Computational methods include: Data mining Natural language processing Text analysis There were, however, a few precursors. For those new to computational methods, this is a chance to develop the tools necessary to make new and exciting contributions, tools that will . Google Search Trends Figure 2 . Alexander Volfovsky, Google Scholar; UNC-Chapel Hill Hussman School of Media and . Given that human actors are often strategic and the games they play are complex, building and testing these models is difficult and distinct from common examples of machine learning. Paving the Way in Computational Methods. b Department of Computer Science, Duke University, USA c Institute for Logic, Language and Computation, University of Amsterdam, The Netherlands Pre-Requisite Mathematics Class The MSR NYC computational social science group is widely recognized as a leading center of CSS research. Locations, past and present Starting in 2018, the Summer Institutes in Computational Social Science (SICSS) began including partner locations in order to increase the number of participants. The integration of social science with computer science and engineering fields has produced a new area of study: computational social science. Bail is the recipient of Guggenheim and Carnegie Fellowships. Sponsored by the Humanities Research Center at Duke Kunshan, this series covers various aspects of computational analysis, humanistic interpretation, data visualization, as well as other data-related topics in media, design, and philosophy. Through this exercise you will grow your own artificial society from the bottom-up. However, this type of cross-discipline work is intrinsically challenging, calling . Advertisement. For those new to the social sciences, this is an opportunity to see where your computer science and statistical skills can go, with innovative applications to problems of massive societal interest. Initially, computational social science needs to be the work of teams of social and computer scientists. Interdisciplinary perspectives of data and its impact crossing science, humanities, policy, and social science. Kevin D. Hoover at Duke University - Departments of Economics and Philosophy. These systems archive digital traces of activity leading to rich data that promises to provide insight into individual and group behavior. Research Areas Computation and AI for materials discovery and design Computational and AI for fluid and solid mechanics The annual International Conference on Computational Social Science, hosted by the Kellogg School of Management in 2016, convenes interdisciplinary researc. The doctoral program in Computational Media, Arts & Cultures is meant to be small, experimental, and interdisciplinary. Beginning in Fall 2021, the Departments of Art, Art History & Visual Studies and Computer Science will sponsor an interdepartmental major and minor in Computational Media. Milestone 4: Agent-Based Computer Simulations. The role of computation in Computational Social Science is comparable to that of mathematics in physics: it is used as a language to formalize theory and empirical research to express, study, and develop our understanding of social complexity in ways that are not accessible through other means. Students will have access to computer labs and other pertinent . Communication, Graduate Group Computer Science Chair Emphasis Computational Social Science 38,287 Learners 5 Courses Offered by University of California, Davis UC Davis, one of the nation's top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. POLSCI 189FS. The series welcomes faculty and students from all disciplines and majors. The upcoming Research Relay will feature original computational social science research. Dr. Chris Bail, Professor of Sociology and Public Policy at Duke University and Director of the Summer Institutes in Computational Social Science, talks abou. Computational social choice (COMSOC), by comparison, is a very young eld that formed only in the early 2000s. The program will highlight issues about access, privacy, and confidentiality that are raised by the Students will gain an understanding of modern computational tools and resources, and social, political, and economic concepts from core social science classes. The course will also be open to interested students outside of computer science, for example students in economics or mathematics. Follow us on Twitter Please note that you may only apply to one site at a time. Computer scientist Conitzer, Kimberly J. Jenkins University Professor of New Technologies, and his fellow editors take readers to the intersection of computer science and economics with this handbook, written by 36 . Statistical Science at Duke is the world's leading graduate research and educational environment for Bayesian statistics, emphasizing the major themes of 21st century statistical science: foundational concepts of statistics, theory and methods of complex stochastic modeling, interdisciplinary applications of statistics, computational statistics, big data analytics, and machine learning. Political Methods: Computational eJournal. 17 Haas School of Business, University of California, Berkeley, CA, USA. University of Houston 4349 MLK Blvd, Rm 322 Houston, TX 77204-6022 Postdoctoral Fellow in Computational Social Science A postdoctoral position is available for an exciting collaborative project between the Departments of Computer Science, Political Science, and the Law School at the University of Houston. The integration of social science with computer science and engineering fields has produced a new area of study: computational social science. AI for social good. The rapidly growing field of computational social choice, at the intersection of computer science and economics, deals with the computational aspects of collective decision making. He is the author of Bit by Bit: Social Research in the Digital Age. In this series, Mine etinkaya-Rundel, Ph.D. (Professor of the Practice of Statistical Science, Duke University) teams up with an undergraduate student to explore and visualize four different datasets to answer questions of mutual interest and showcase the process of doing data science with R, collaboratively. Solving increasingly complex problems: The problems of global world are complex: computational methods might be able to solve these complex issues 2. 16 Social Science Research Institute, Duke University, Durham, NC, USA; Duke Institute for Brain Sciences, Duke University, Durham, NC, USA. The emergence of cognitive science . Our goal as social scientists is to build models of the world and provide advice to policy makers. These methods are applied to large data sets on human behaviour, including from social media or digitized archives, such as those . The resulting field is known as computational social science and is defined by its interdisciplinary approaches. The interdepartmental major is designed for students who want to combine deep theoretical and critical engagement with art, computation, and culture with substantive . In the long run, the question will be whether academia should nurture computational social scientists, or teams of computationally literate social scientists and socially literate computer scientists. Tools from dynamical systems, network science, applied topology, stochastic processes, data mining, and more have been applied to issues ranging from voting to hate speech. In this milestone, you will take all the data you created in the previous milestones and use a two-step flow model and discover how ideas can diffuse into society. The rapidly growing field of computational social choice, at the intersection of computer science and economics, deals with the computational aspects of collective decision making. 2. They also specialize in the application of computational approaches, including artificial intelligence, to a wide range of engineering challengesfrom predictive modeling to new materials development to automation and controls. There is also increasing interest in the systems community. We review the evolution of this field within sociology via . With generous funding from the Russell Sage Foundation and the Alfred P. Sloan Foundation and support from the Information Initiative, the institute brings 30 junior scholars to Duke University for two weeks of collaborative computational social science workshops, with a large number of other researchers following the live streamed lectures online. 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