List Models of Procedure Learning

This paper presents a new theory of the initial stages of skill acquisition and then employs the theory to model current and future training programs for fight management systems (FMSs) in modern commercial airliners like the Boeing 777 and the Airbus A320. The theoretical foundations for the theory are a new synthesis of the literature on human memory and the latest version of the ACT-R theory of skill acquisition.

[1]  Richard M. Young,et al.  A dual-space model of iteratively deepening exploratory learning , 1996, Int. J. Hum. Comput. Stud..

[2]  Muneo Kitajima,et al.  LICAI+: A Comprehension-Based Model of The Recall of Action Sequences , 1998 .

[3]  Lance Sherry,et al.  A Formalism for the Specification of Operationally Embedded Reactive Systems , 1995 .

[4]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[5]  David E. Kieras,et al.  The Acquisition and Performance of Text-Editing Skill: A Cognitive Complexity Analysis , 1990, Hum. Comput. Interact..

[6]  Frank J. Lee,et al.  Production Compilation: A Simple Mechanism to Model Complex Skill Acquisition , 2003, Hum. Factors.

[7]  K. VanLehn,et al.  Cognitive skill acquisition. , 1996, Annual review of psychology.

[8]  John R Anderson,et al.  An integrated theory of the mind. , 2004, Psychological review.

[9]  Jakob Nielsen,et al.  Usability inspection methods , 1994, CHI 95 Conference Companion.

[10]  Paul M. Fitts,et al.  Perceptual-Motor Skill Learning1 , 1964 .

[11]  C. Lebiere,et al.  An integrated theory of list memory. , 1998 .

[12]  James D. Hollan,et al.  Direct Manipulation Interfaces , 1985, Hum. Comput. Interact..

[13]  John Rieman,et al.  A field study of exploratory learning strategies , 1996, TCHI.

[14]  R. Catrambone The subgoal learning model: Creating better examples so that students can solve novel problems. , 1998 .

[15]  John R. Anderson,et al.  Cognitive Tutors: Lessons Learned , 1995 .

[16]  Walter Kintsch,et al.  Comprehension: A Paradigm for Cognition , 1998 .

[17]  Muneo Kitajima,et al.  A Comprehension-Based Model of Exploration , 1997, Hum. Comput. Interact..

[18]  Cathleen Wharton,et al.  The cognitive walkthrough method: a practitioner's guide , 1994 .

[19]  K. A. Ericsson,et al.  Expert and exceptional performance: evidence of maximal adaptation to task constraints. , 1996, Annual review of psychology.

[20]  D. Norman The psychology of everyday things , 1990 .

[21]  C. I. Hovland Human learning and retention , 1951 .

[22]  Eric Harslem,et al.  Designing the STAR User Interface , 1987, ECICS.

[23]  Marita Franzke,et al.  Turning research into practice: characteristics of display-based interaction , 1995, CHI '95.

[24]  John R. Anderson,et al.  Implications of the ACT-R Learning Theory: No Magic Bullets , 2000 .

[25]  B. Underwood Interference and forgetting. , 1957, Psychological review.

[26]  Muneo Kitajima,et al.  A comprehension-based model of correct performance and errors in skilled, display-based, human-computer interaction , 1995, Int. J. Hum. Comput. Stud..

[27]  E Salas,et al.  It is not how much you have but how you use it: toward a rational use of simulation to support aviation training. , 1998, The International journal of aviation psychology.

[28]  Lance Sherry,et al.  When Does the MCDU Interface Work Well? Lessons Learned for the Design of New Flightdeck User-Interfaces , 2002 .

[29]  K. A. Ericsson,et al.  Long-term working memory. , 1995, Psychological review.