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- W116422056 abstract "Artificial Intelligence methods can rapidly generate plans for complex situations. However, these plans may be rejected by air campaign planning experts, who judge dimensions such as robustness using operational rather than computational criteria. Our goal is to capture the tactical and strategic concerns of air campaign planners, and incorporate these into planning technology to filter out the unacceptable options and highlight preferred plans. We are in the process of employing a complete Cognitive Task Analysis (CTA), which uses a variety of knowledge elicitation techniques to fully identify the process of plan evaluation and factors underlying judgments of plan robustness. The CTA will form the foundation of an ACP Plan Critic. The Plan Critic will evaluate plans for plan quality and will highlight potential problem areas and vulnerable assumptions. This paper summarizes the current status of this work. There is often a large gap between technological advances and operational feasibility. In the Artificial Intelligence (AI) planning domain, planning technology often approaches the problem via a process that does not match the way the targeted user thinks about and solves planning problems. In some cases, planning technologists and air campaign planners do not define certain concepts identically; what is robust to the planning technologist does not necessarily match robustness to the military planner. Subsequently, there is a considerable risk that current planning technologies will not be accepted in the field because they do not meet the decision-making needs of the commanders and planning staff. The following pages discuss the need for user-centered planning systems in the air campaign planning domain and describe a Decision-Centered Design approach to building systems, which will enable the generation of AI products that meet the operational needs of air campaign planners." @default.
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- W116422056 date "1996-01-01" @default.
- W116422056 modified "2023-09-27" @default.
- W116422056 title "Evaluating Air Campaign Plan Quality in Operational Settings I" @default.
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