A prototype case-based reasoning human assistant for space crew assessment and mission managementWe present a prototype human assistant system for space crew assessment and mission management. Our system is based on case episodes from American and Russian space missions and analog environments such as polar stations and undersea habitats. The general domain of small groups in isolated and confined environments represents a near ideal application area for case-based reasoning (CBR) - there are few reliable rules to follow, and most domain knowledge is in the form of cases. We define the problem domain and outline a unique knowledge representation system driven by conflict and communication triggers. The prototype system is able to represent, index, and retrieve case studies of human performance. We index by social, behavioral, and environmental factors. We present the problem domain, our current implementation, our research approach for an operational system, and prototype performance and results.
Owen, Robert B. (Owen Research Boulder, CO, United States)
Holland, Albert W. (NASA Johnson Space Center Houston, TX, United States)
Wood, Joanna (Krug Life Sciences, Inc. Houston, TX, United States)
August 16, 2013
January 1, 1993
Publication: In: Applications of artificial intelligence 1993: Knowledge-based systems in aerospace and industry; Proceedings of the Meeting, Orlando, FL, Apr. 13-15, 1993 (A93-33126 12-63)
IDRelationTitle19930049129Analytic PrimaryApplications of artificial intelligence 1993: Knowledge-based systems in aerospace and industry; Proceedings of the Meeting, Orlando, FL, Apr. 13-15, 1993visibility_off