Team Situation Awareness measurement using group aggregation and implication operators

Situation awareness (SA) has been received much attention from human factors and ergonomics community during the past two decades. Team working plays a vital role in complex dynamic situations, increasing requirements for sharing perceptions and comprehension of a situation among team members and improving team situation awareness have been merged. This paper presents a team SA measurement (TSAM) method taking both qualitative and quantitative information into consideration. The TSAM method uses a hierarchy to depict team¿s shared mental model, applies linguistic terms to represent individual SA and adopts a group aggregation strategy to integrate individual SA through indicator-specified implication operators. Example has shown its effective.

[1]  Kazuo Furuta,et al.  An inference method of team situation awareness based on mutual awareness , 2005, Cognition, Technology & Work.

[2]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[3]  Neville Stanton,et al.  Situation awareness measurement: a review of applicability for C4i environments. , 2006, Applied ergonomics.

[4]  Kazuo Furuta,et al.  A method for conflict detection based on team intention inference , 2006, Interact. Comput..

[5]  John Uhlarik,et al.  A Review of Situation Awareness Literature Relevant to Pilot Surveillance Functions , 2002 .

[6]  M. Vidal,et al.  Safety implications of cultural and cognitive issues in nuclear power plant operation. , 2006, Applied ergonomics.

[7]  Francisco Herrera,et al.  A linguistic decision model for promotion mix management solved with genetic algorithms , 2002, Fuzzy Sets Syst..

[8]  Shu Yufei,et al.  Team situation awareness as a basis of team intention inference: definition and framework , 2002, Proceedings of the 41st SICE Annual Conference. SICE 2002..

[9]  Francisco Herrera,et al.  Incorporating filtering techniques in a fuzzy linguistic multi-agent model for information gathering on the web , 2004, Fuzzy Sets Syst..

[10]  Jie Lu,et al.  Information integration based team situation assessment in an uncertain environment , 2006 .

[11]  Da Ruan,et al.  A fuzzy-set approach to treat determinacy and consistency of linguistic terms in multi-criteria decision making , 2007, Int. J. Approx. Reason..

[12]  Ronald R. Yager,et al.  Ranking Fuzzy Numbers Using a-Weighted Valuations , 2000, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[13]  Alex Kirlik,et al.  Situation awareness as judgment II: Experimental demonstration , 2006 .

[14]  A. Kirlik,et al.  Situation awareness as judgment I: Statistical modeling and quantitative measurement , 2006 .

[15]  Gleb Beliakov,et al.  Appropriate choice of aggregation operators in fuzzy decision support systems , 2001, IEEE Trans. Fuzzy Syst..

[16]  Van-Nam Huynh,et al.  An algebraic approach to linguistic hedges in Zadeh's fuzzy logic , 2002, Fuzzy Sets Syst..

[17]  Christopher D. Wickens,et al.  A Computational Model of Attention/Situation Awareness , 2002 .

[18]  N. C. Ho,et al.  Hedge algebras: an algebraic approach to structure of sets of linguistic truth values , 1990 .

[19]  Da Ruan,et al.  Intelligent multi-criteria fuzzy group decision-making for situation assessments , 2007, Soft Comput..

[20]  Ronald R. Yager,et al.  OWA aggregation over a continuous interval argument with applications to decision making , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[21]  Da Ruan,et al.  Multi-Objective Group Decision Making - Methods, Software and Applications with Fuzzy Set Techniques(With CD-ROM) , 2007, Series in Electrical and Computer Engineering.

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

[23]  Mica R. Endsley,et al.  Design and Evaluation for Situation Awareness Enhancement , 1988 .

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

[25]  R. Yager Families of OWA operators , 1993 .

[26]  Da Ruan,et al.  SYNTHESIS AND EVALUATION ANALYSIS OF THE INDICATOR INFORMATION IN NUCLEAR SAFEGUARDS APPLICATIONS BY COMPUTING WITH WORDS , 2002 .

[27]  Randall L. Oser,et al.  Training teams for emergency management , 2001, Comput. Hum. Behav..

[28]  Ann Blandford,et al.  Situation awareness in emergency medical dispatch , 2004, Int. J. Hum. Comput. Stud..

[29]  David B. Kaber,et al.  Situation awareness implications of adaptive automation for information processing in an air traffic control-related task , 2006 .