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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
Sensitivity Analysis Of An Agent-Based Simulation Model Using Reconstructability Analysis, Andey M. Nunes, Martin Zwick, Wayne Wakeland
Sensitivity Analysis Of An Agent-Based Simulation Model Using Reconstructability Analysis, Andey M. Nunes, Martin Zwick, Wayne Wakeland
Systems Science Faculty Publications and Presentations
Reconstructability analysis, a methodology based on information theory and graph theory, was used to perform a sensitivity analysis of an agent-based model. The NetLogo BehaviorSpace tool was employed to do a full 2k factorial parameter sweep on Uri Wilensky’s Wealth Distribution NetLogo model, to which a Gini-coefficient convergence condition was added. The analysis identified the most influential predictors (parameters and their interactions) of the Gini coefficient wealth inequality outcome. Implications of this type of analysis for building and testing agent-based simulation models are discussed.
Visual Exploration Of Utah Trajectory Data And Their Applications In Transportation, Seth Miller, Zachary Vander Laan, Yinhu Wang, Nikola Markovic
Visual Exploration Of Utah Trajectory Data And Their Applications In Transportation, Seth Miller, Zachary Vander Laan, Yinhu Wang, Nikola Markovic
TREC Final Reports
Transportation agencies have an opportunity to leverage massive GPS trajectory data to support their analyses and enhance their decision making. However, these data are typically purchased from vendors, which means that transportation agencies must understand their benefits before they decide to invest in data acquisition. To help transportation agencies better understand the tremendous value of trajectory data, the PI of the project acquired Utah GPS trajectory data from one of the leading GPS data providers and conducted visual analyses demonstrating applications of trajectory data in various areas of transportation. The analyses focused on (a) evaluating the data itself by exploring …
Molecular Social Reality, The Cultural Helix & Sequencing Social Dna, Aidan Christopher Haughey
Molecular Social Reality, The Cultural Helix & Sequencing Social Dna, Aidan Christopher Haughey
University Honors Theses
This thesis provides a theory for measuring Social Reality, along with a framework and model which apply that theory to measure presented social reality in media. The framework and model utilize the double helical structure of DNA to create a baseline unit of social reality that can be extracted from media to help measure and categorize social realities. An experiment is provided utilizing a custom built machine learning algorithm to demonstrate the practical application of the theory, framework, and model.