Literature DB >> 21572930

Formally verifying human-automation interaction as part of a system model: limitations and tradeoffs.

Matthew L Bolton1, Ellen J Bass.   

Abstract

Both the human factors engineering (HFE) and formal methods communities are concerned with improving the design of safety-critical systems. This work discusses a modeling effort that leveraged methods from both fields to perform formal verification of human-automation interaction with a programmable device. This effort utilizes a system architecture composed of independent models of the human mission, human task behavior, human-device interface, device automation, and operational environment. The goals of this architecture were to allow HFE practitioners to perform formal verifications of realistic systems that depend on human-automation interaction in a reasonable amount of time using representative models, intuitive modeling constructs, and decoupled models of system components that could be easily changed to support multiple analyses. This framework was instantiated using a patient controlled analgesia pump in a two phased process where models in each phase were verified using a common set of specifications. The first phase focused on the mission, human-device interface, and device automation; and included a simple, unconstrained human task behavior model. The second phase replaced the unconstrained task model with one representing normative pump programming behavior. Because models produced in the first phase were too large for the model checker to verify, a number of model revisions were undertaken that affected the goals of the effort. While the use of human task behavior models in the second phase helped mitigate model complexity, verification time increased. Additional modeling tools and technological developments are necessary for model checking to become a more usable technique for HFE.

Entities:  

Year:  2010        PMID: 21572930      PMCID: PMC3092438          DOI: 10.1007/s11334-010-0129-9

Source DB:  PubMed          Journal:  Innov Syst Softw Eng        ISSN: 1614-5046


  2 in total

1.  Formal analysis and automatic generation of user interfaces: approach, methodology, and an algorithm.

Authors:  Michael Heymann; Asaf Degani
Journal:  Hum Factors       Date:  2007-04       Impact factor: 2.888

2.  A Method for the Formal Verification of Human-interactive Systems.

Authors:  Matthew L Bolton; Ellen J Bass
Journal:  Proc Hum Factors Ergon Soc Annu Meet       Date:  2009-11-12
  2 in total
  3 in total

1.  Socio-Technical Systems Analysis in Health Care: A Research Agenda.

Authors:  Pascale Carayon; Ellen Bass; Tommaso Bellandi; Ayse Gurses; Susan Hallbeck; Vanina Mollo
Journal:  IIE Trans Healthc Syst Eng       Date:  2011-12-02

2.  Using Task Analytic Models and Phenotypes of Erroneous Human Behavior to Discover System Failures Using Model Checking.

Authors:  Matthew L Bolton; Ellen J Bass
Journal:  Proc Hum Factors Ergon Soc Annu Meet       Date:  2010-09

3.  Generating Phenotypical Erroneous Human Behavior to Evaluate Human-automation Interaction Using Model Checking.

Authors:  Matthew L Bolton; Ellen J Bass; Radu I Siminiceanu
Journal:  Int J Hum Comput Stud       Date:  2012-11       Impact factor: 3.632

  3 in total

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