Graph-based Models for Data and Decision Making

Abstract

This effort is focused on developing and applying tools for modeling human information processing. Models includetransformations of response time data from empirical studies, and complex network models for capturing broader dynamicsof complex systems. Progress so far has resulted in some theoretical work in the area of response time modleing ofworkload capacity and dimer automata complex systems models of information transmission through a network. Additionally, new visual tools for pattern discovery and visual analytics are proposed based on topological data analysistheory. Several pieces of open source software have been developed for implementing these analyses and making themwidely available.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2014
Accession Number
ADA594536

Entities

People

  • Leslie M. Blaha

Organizations

  • Air Force Research Laboratory

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Air Force
  • Air Force Facilities
  • Air Force Research Laboratories
  • Automata
  • Complex Systems
  • Data Visualization
  • Distribution Functions
  • Dynamics
  • Government Procurement
  • Governments
  • Information Exchange
  • Information Processing
  • Military Research
  • Motor Skills
  • Standards
  • Visualizations
  • Workload

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Distributed Systems and Data Platform Development