Files in this item

FilesDescriptionFormat

application/pdf

application/pdfDouglas_Eskins.pdf (3MB)
(no description provided)PDF

Description

Title:Modeling human decision points in complex systems
Author(s):Eskins, Douglas
Director of Research:Sanders, William H.
Doctoral Committee Chair(s):Sanders, William H.
Doctoral Committee Member(s):Kirlik, Alex; Mitra, Sayan; Nicol, David M.
Department / Program:Electrical & Computer Eng
Discipline:Electrical & Computer Engr
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):cyber-human system
human decision point
cyber-security model
human-influenced task-oriented process model (HITOP)

multiple-asymmetric-utility system (MAUS) experimental framework

modeling formalism
Abstract:The actions of human participants in complex systems can greatly affect system outcomes. In particular, the security of cyber-human systems (CHSs) can be highly influenced by the actions, especially the decisions, of human participants within the system. To provide insight into CHS security and aid decision-makers, we propose the Human-Influenced Task-Oriented Process (HITOP) modeling formalism and the Multiple-Asymmetric-Utility System experimental framework (MAUS) as tools to quantitatively evaluate the influence of human actions, especially human decisions, on CHS security. We present both a modeling definition for the CHS and an ontology for identifying the relationships between CHS elements and human task performance. We introduce the Human Decision Point (HDP) as an explicit construct for modeling human decisions and explain how the HDP may be represented within a CHS model. We provide a formal definition of HITOP, its notions of state, and its execution algorithms. We introduce the MAUS experimental framework and formally define several HDP probability solution methods using it. We solve an example CHS modeling problem, and present a set of example results and decision tools. We develop an executable HITOP modeling formalism and use it to analyze a real-world case study.
Issue Date:2013-02-03
URI:http://hdl.handle.net/2142/42143
Rights Information:Copyright 2012 Douglas Eskins
Date Available in IDEALS:2013-02-03
2015-02-03
Date Deposited:2012-12


This item appears in the following Collection(s)

Item Statistics