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CSS 600: Introduction to Computational Social Science
3.00 Credits
George Mason University
Credits: 3 Graduate-level introduction to computational concepts, principles, and modeling approaches in social sciences, emphasizing simulations and elements of complexity theory as they apply to social phenomena. Survey includes systems dynamics, cellular automata, and agent-based models. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 600 - Introduction to Computational Social Science
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CSS 605: Object-Oriented Modeling in Social Science
3.00 Credits
George Mason University
Credits: 3 Presents and applies concepts and principles from object-based modeling paradigm. Emphasizes Unified Modeling Language (UML) to render structure and operation of complex social systems and processes. Prerequisites/Corequisites CSS 600, or approval by instructor and program director. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 605 - Object-Oriented Modeling in Social Science
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CSS 610: Computational Analysis of Social Complexity
3.00 Credits
George Mason University
Credits: 3 Provides hands-on examination of agent-based models in social sciences by examining and experimenting with variety of social-simulation projects conducted in modeling environments such as Swarm, Repast, Ascape, and MASON (Multi-Agent Simulator of Networks and Neighborhoods). Prerequisites/Corequisites CSS 600, or permission of instructor Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 610 - Computational Analysis of Social Complexity
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CSS 620: Origins of Social Complexity
3.00 Credits
George Mason University
Credits: 3 Examines when, where, and how social complexity emerged in human societies, emphasizing long-term analysis and comparative information processing in four civilizations of the ancient world: West Asia, East Asia, Andean Peru, and Mesoamerica. Prerequisites/Corequisites CSS 600, or permission of instructor Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 620 - Origins of Social Complexity
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CSS 625: Complexity Theory in the Social Sciences
3.00 Credits
George Mason University
Credits: 3 Examines social phenomena including language, terrorism, the Internet, warfare, and wealth based on power laws and far-from equilibrium nonlinear dynamics. Emphasizes data analysis, and modeling and interpreting complexity-theoretic dynamics. Prerequisites/Corequisites CSS 600. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 625 - Complexity Theory in the Social Sciences
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CSS 630: Comparative Computational Social Science
3.00 Credits
George Mason University
Credits: 3 Applies comparative method for analyzing different types of computational models in the social sciences. Strong crossdomain and interdisciplinary emphasis akin to comparative economic systems, government, or linguistics. Prerequisites/Corequisites CSS 600, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 630 - Comparative Computational Social Science
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CSS 635: Cognitive Foundations of Computational Social Science
3.00 Credits
George Mason University
Credits: 3 Examines cognitive foundations and information processing in computational social agents, and compares to comparable human cognitive phenomena, including emotions, trust, and reciprocity. Emphasizes modeling project. Prerequisites/Corequisites CSS 600 and 610, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 635 - Cognitive Foundations of Computational Social Science
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CSS 640: Human and Social Evolutionary Complexity
3.00 Credits
George Mason University
Credits: 3 Examines long-term evolution of human and societal complexity from global, cross-cultural perspective, emphasizing computational aspects leading to today's globalization. Global history from the computational social science perspective. Prerequisites/Corequisites CSS 600 and 620, and permission of instructor Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 640 - Human and Social Evolutionary Complexity
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CSS 643: Land-Use Modeling Techniques and Applications
3.00 Credits
George Mason University
Credits: 3 Survey of literature on spatially explicit empirical models of land-use change. Hands-on experience developing and running simple models. Techniques include statistical models, mathematical programming models, cellular automata, agent-based models, and integrated models. Prerequisites/Corequisites CSS 600, GEOG 550, or permission of instructor Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 643 - Land-Use Modeling Techniques and Applications
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CSS 645: Spatial Agent-Based Models of Human-Environment Interactions
3.00 Credits
George Mason University
Credits: 3 Discusses key challenges in spatial modeling of human-environment interactions. Reviews agent-based modeling applications in urban and rural interactions, agriculture, forestry, and other areas. Hand-on development of simple ABM models. Investigates linkages between GIS and ABM. Prerequisites/Corequisites GEOG 631 or CSS 600, or permission of instructor. Notes CSS 600 may be taken concurrently. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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CSS 645 - Spatial Agent-Based Models of Human-Environment Interactions
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