Jumpstarting Modelling Systems Design: A Generalized Xml Abstraction Of Simulation Model
Autor: | Karen M. Feigh, Lanssie M. Ma |
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Rok vydání: | 2017 |
Předmět: |
Structure (mathematical logic)
020301 aerospace & aeronautics Theoretical computer science Programming language computer.internet_protocol Computer science Generalization media_common.quotation_subject Schematic 02 engineering and technology computer.software_genre Medical Terminology 0203 mechanical engineering 0202 electrical engineering electronic engineering information engineering Key (cryptography) Systems design 020201 artificial intelligence & image processing Function (engineering) computer XML Medical Assisting and Transcription media_common Abstraction (linguistics) |
Zdroj: | Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 61:718-722 |
ISSN: | 1071-1813 2169-5067 |
DOI: | 10.1177/1541931213601665 |
Popis: | While many complex models and simulations exist, tools to help evaluate the structure of work between humans and autonomous systems are underdeveloped. There is a need to understand what concepts of operations and function allocations of system(s) imply about the system' efficiency and outcome. In this paper, we define key elements necessary to capture in an abstraction schematic, a formal representation, of “work” for simulation systems, implemented with an example simulation system, Work Models that Compute (WMC5). This generalization has many applications in evaluating the understanding key cognitive domains in autonomy, coherency, function allocation, and more. We provide a simple methodology to generate an abstraction schematic for simulations and walk through building such a schematic for a simulation. This system creates a template (e.g. defining skeletons classes, objects, and methods) for programmers to further develop. This paper demonstrates the importance of abstraction schematics for model evaluation through several examples applications of the schematic to drastically reduce workflow for developing WMC5 code, and further investigate the model through graph network structures. Abstraction schemas, as we demonstrate, are simple to develop, useful for evaluating system structure, and help validate interactions between agents and autonomous systems. Abstraction schemas jumpstart system designers in developing models of work prior to simulation development. |
Databáze: | OpenAIRE |
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