Mathematical Capture of Human Data for Computer Model Building and Validation (Briefing Charts)

Abstract

The model development process created at the TBRL has successfully created models from LVC simulation data, simulated models over time to generate simulated crowd data per condition, performed analysis of observed and simulated data, and compared simulated and observed data against crowd behavioral measures. The process allows for quantitative means for validation of both the mathematical (statistical) and computational models against empirical data. These findings support the claim that more accurate human behavioral models may be derived using laboratory observed data. Furthermore the findings support the necessity of a continuation of the work to explore ways to improve the model development and validation processes.

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Document Details

Document Type
Technical Report
Publication Date
Apr 03, 2014
Accession Number
ADA616305

Entities

People

  • Caitlin Weaver
  • Elizabeth Sibolboro Mezzacappa
  • Gladstone V. Reid
  • Gordon Cooke
  • John Riedener
  • Robert M. DeMarco

Organizations

  • United States Army Armament Research, Development and Engineering Center

Tags

Communities of Interest

  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Buildings And Structures
  • Computers
  • Data Sets
  • Directed Energy Weapons
  • Goodness Of Fit Tests
  • Human Behavior
  • Information Operations
  • Leading Edges
  • Mathematical Models
  • Military Research
  • Models
  • Nonlethal Weapons
  • Simulations
  • Simulators
  • Validation
  • Verification
  • Weapons

Readers

  • Computer Science.
  • Military Training and Readiness Simulation
  • Organizational Process Management (OPM).