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  Error Detection, Knowledge Validation

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by Scott A. Wallace, John E. Laird
http://www.eecs.umich.edu/~swallace/academic/research/../papers/wallace02a.ps
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Abstract:

ABSTRACT: Computer generated forces have enormous potential for training simulations, mission evaluation and real-world projects. However, to be successful they must faithfully reproduce expert human behavior. Unfortunately, there are currently no standard procedures or methods ' for determining whether a CGF's behavior meets ' this validity criterion. Instead, ad hoc methods', which are both tedious and error-prone, are often employed. These methods ' require the human expert and domain engineer to closely examine the CGF ' s performance in a number of different situations and evaluate its ' behavior. We propose a series of metrics developed to identify different types of deviations between a CGF's behavior and a

Citations

79 Automated intelligent pilots for combat flight simulation – Jones, Laird, et al. - 1999
25 A script-based approach to modifying knowledge-based systems – Tallis - 1998
16 Automating the Refinement of Knowledge-Based Systems – Craw, Sleeman - 1990
13 Learning Procedural Planning Knowledge in Complex Environments – Pearson - 1996
4 Eric Melz. "Explicit Representations of ProblemSolving Strategies to Support Knowledge Acquisition – Gil - 1996
4 Eric Melz. Explicit representations of problem-solving strategies to support knowledge acquisition – Gil - 1996
3 Alun Preece: “State of the Art in Automated Validation of Knowledge-Based Systems”. Expert System With Applications – Zlatareva - 1994
2 Compton: “Verification and Validation with Ripple-Down Rules – Kang, Gambetta, et al. - 1997
2 Rajjan Shinghal, Aida Batarekh: “Verifying Expert Systems: A Logical Framework and a Practical Tool – Preece - 1992
2 Craw: ”Informed Selection of Training Examples for Knowledge Refinement – Wiratunga, Susan - 2000
1 Bawcom: "An Incompleteness Handling Methodology for Validation of Bayesian Knowledge Bases – David - 1997
1 Compton: "Verification and Validation with Ripple-Down Rules – Kang, Gambetta, et al. - 1997
1 Pazzani: "Revision of production system rule-bases – Murphy, Michael - 1994
1 Deanne Pecora: "Knowledge Base Verification – Nguyen, Perkins, et al. - 1987
1 Osman Balci, Eric P. Smith: "Validating Expert System Performance – O'Keefe - 1987
1 Rajjan Shinghal, Aida Batarekh: "Verifying Expert Systems: A Logical Framework and a Practical Tool – Preece - 1992
1 Lent: "Learning Task-Performance Knowledge Through Observation – van - 2000
1 Craw: "Informed Selection of Training Examples for Knowledge Refinement – Wiratunga, Susan - 2000
1 Alun Preece: "State of the Art in Automated Validation of Knowledge-Based Systems". Expert System With Applications – Zlatareva - 1994
1 Bawcom: “An Incompleteness Handling Methodology for Validation of Bayesian Knowledge Bases – David - 1997
1 Deanne Pecora: “Knowledge Base Verification – Nguyen, Perkins, et al. - 1987
1 Osman Balci, Eric P. Smith: “Validating Expert System Performance – O'Keefe - 1987
1 Lent: “Learning Task-Performance Knowledge Through Observation – van - 2000