Decision support in fighter aircraft: from expert systems to cognitive modelling

This paper reviews two major programmes for support of pilot decision making in a fighter aircraft: the US Pilot's Associate and the French Copilote Electronique. In addressing the problem of decision support in a highly complex and time-pressurised environment, both programmes migrated from a traditional expert systems approach to one based on cognitive modelling. This, however, is where most commonality ends. The paper shows how the differences between the programmes can be explained in terms of their assumptions of what constitutes pilot expertise. These views explain the method for analysis of pilot activities, the model of the pilot, what phase of the pilot's problem solving the programmes attempt to support, and the support philosophy. The paper concludes with a discussion on computer-based decision support in complex, dynamic domains, and how cognitive modelling may contribute.

[1]  M Angelborg-Thanderz,et al.  Information complexity--mental workload and performance in combat aircraft. , 1997, Ergonomics.

[2]  T. Connolly,et al.  The reinvention of decision making. , 1993 .

[3]  Scott Snook,et al.  Friendly Fire: The Accidental Shootdown of U.S. Black Hawks over Northern Iraq , 2002 .

[4]  James Llinas,et al.  Multisensor Data Fusion , 1990 .

[5]  E. Hollnagel.  Cognitive ergonomics: it's all in the mind , 1997 .

[6]  W. Rouse,et al.  An Architecture for Intelligent Interfaces: Outline of an Approach to Supporting Operators of Complex Systems , 1987, SGCH.

[7]  G. Klein,et al.  A recognition-primed decision (RPD) model of rapid decision making. , 1993 .

[8]  John A. A. Sillince.  Organizational and behavioural issues raised by intelligent argumentation systems , 1994, Behav. Inf. Technol..

[9]  R. Amalberti,et al.  From field work analysis to a cognitive model and the design of support systems: assistance to fighter pilots , 1993, Proceedings of IEEE Systems Man and Cybernetics Conference - SMC.

[10]  Véronique De Keyser.  Work analysis in French language ergonomics: origins and current research trends , 1991 .

[11]  J. M. Hammer,et al.  Computer-aided fighter pilots , 1990, IEEE Spectrum.

[12]  Eliot A. Cohen,et al.  New World Vistas: Air and Space Power for the 21st Century , 1996 .

[13]  K. J. Vicente,et al.  Cognitive Work Analysis: Toward Safe, Productive, and Healthy Computer-Based Work , 1999 .

[14]  Piero P. Bonissone,et al.  Reasoning with Incomplete and Uncertain Information , 1991 .

[15]  Bryan Thompson,et al.  Effects of Decision Support Technology and Training on Tactical Decision Making , 1998 .

[16]  N. D. Geddes.  Verification and validation testing of the Pilot's Associate , 1991, IEEE/AIAA 10th Digital Avionics Systems Conference.

[17]  Sidney Dekker,et al.  PILOT PERFORMANCE DURING MULTIPLE FAILURES: AN EMPIRICAL STUDY OF DIFFERENT WARNING SYSTEMS , 2000 .

[18]  John A. Michon,et al.  Generic intelligent drive support , 1993 .

[19]  John M. Reising,et al.  The Human-Electronic Crew: The Right Stuff? Proceedings of the 4th Joint GAF/RAF/USAF Workshop on Human-Computer Teamwork , 1999 .

[20]  Mica R. Endsley,et al.  Toward a Theory of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[21]  Christopher A. Miller,et al.  The Rotorcraft Pilot's Associate: design and evaluation of an intelligent user interface for cockpit information management , 1999, Knowl. Based Syst..

[22]  René Amalberti,et al.  Cognitive Modelling of Fighter Aircraft Process Control: A Step Towards an Intelligent On-Board Assistance System , 1992, Int. J. Man Mach. Stud..

[23]  J. Flach.  Discovering Situated Meaning: An Ecological Approach to Task Analysis , 2000 .

[24]  Sheila B. Banks,et al.  Pilot's Associate: a cooperative, knowledge-based system application , 1991, IEEE Expert.

[25]  R. Sternberg,et al.  Complex Problem Solving : Principles and Mechanisms , 1992 .

[26]  David D. Woods,et al.  Cognitive Technologies: The Design of Joint Human-Machine Cognitive Systems , 1986, AI Mag..

[27]  Charles L. Morefield.  New World Vistas: Air and Space Power for the 21st Century, Information Applications Volume, , 1996 .

[28]  Alan N. Steinberg,et al.  Revisions to the JDL data fusion model , 1999, Defense, Security, and Sensing.

[29]  Kim J. Vicente,et al.  Comparison of Display Requirements Generated Via Hierarchical Task and Abstraction-Decomposition Space Analysis Techniques , 2001 .

[30]  Sidney Dekker,et al.  Coping with Computers in the Cockpit , 1999 .

[31]  Jared Freeman,et al.  Metarecognition in Time-Stressed Decision Making: Recognizing, Critiquing, and Correcting , 1996, Hum. Factors.

[32]  William B. Rouse,et al.  An Architecture for Intelligent Interfaces: Outline of an Approach to Supporting Operators of Complex Systems , 1987, Hum. Comput. Interact..

[33]  William B. Rouse,et al.  Assessing the impact of modeling limits on intelligent systems , 1991, IEEE Trans. Syst. Man Cybern..

[34]  Jim Pechacek,et al.  Crewman's associate (CA) cognitive decision aiding (CDA) applications for the U.S. Army's future main battle tanks , 1996 .

[35]  Mica R. Endsley,et al.  Measurement of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[36]  Judy Gardner,et al.  Driver Performance Improvement Through the Driver Advocate: a Research Initiative Toward Automotive Safety , 2000 .

[37]  Marvin S. Cohen,et al.  Metarecognition in Time-Stressed Decision Making: Recognizing, Critiquing, and Correcting , 1996, Hum. Factors.

[38]  Stephanie Guerlain,et al.  Interactive Critiquing as a Form of Decision Support: An Empirical Evaluation , 1999, Hum. Factors.

[39]  Pramod K. Varshney,et al.  Multisensor Data Fusion , 1997, IEA/AIE.

[40]  R. Amalberti,et al.  Metaknowledge for time and reliability , 1992 .

[41]  Jerome Boudy,et al.  "REAL TIME" ANALYSIS OF THE DRIVING SITUATION IN ORDER TO MANAGE ON-BOARD INFORMATION , 2002 .

[42]  H. A. Spang,et al.  Event-based architecture for diagnosis in control advisory systems , 1990, Artif. Intell. Eng..

[43]  William B. Rouse,et al.  Initial Evaluation of an Intelligent Interface for Operators , 1987, HCI.