Some methodological aspects of tacit knowledge elicitation. / Chervinskaya, K. R.; Wasserman, E. L.
In: Journal of Experimental and Theoretical Artificial Intelligence, Vol. 12, No. 1, 2000, p. 43-55.Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Some methodological aspects of tacit knowledge elicitation
AU - Chervinskaya, K. R.
AU - Wasserman, E. L.
PY - 2000
Y1 - 2000
N2 - Methodological aspects of tacit knowledge elicitation with the aim of building expert systems are examined. Important aspects of expertise exerting considerable influence on knowledge elicitation have been enumerated and briefly described. Problems of knowledge elicitation are discussed in the light of findings of neuropsychology, investigations on brain asymmetry in particular. Several hypotheses in the course of the authors' work on development of expert systems in areas of psychology, human physiology and medical diagnostics have been formulated. In the framework of these hypotheses, the following points are discussed: the role of visual stimulus in the process of knowledge elicitation, expert strategies of the visual information analysis, in influence exerted by the expert experience and formulation of question posed to the expert on his/her choice of strategy, alternation of strategy prepotency; exponential decrease of effectiveness of each strategy application and special significance of the end-insight. Proceeding from the principal propositions of the hypotheses having been formulated, methodological rules have been advanced, which can be assumed as a basis in working-out the semi-structured interview.
AB - Methodological aspects of tacit knowledge elicitation with the aim of building expert systems are examined. Important aspects of expertise exerting considerable influence on knowledge elicitation have been enumerated and briefly described. Problems of knowledge elicitation are discussed in the light of findings of neuropsychology, investigations on brain asymmetry in particular. Several hypotheses in the course of the authors' work on development of expert systems in areas of psychology, human physiology and medical diagnostics have been formulated. In the framework of these hypotheses, the following points are discussed: the role of visual stimulus in the process of knowledge elicitation, expert strategies of the visual information analysis, in influence exerted by the expert experience and formulation of question posed to the expert on his/her choice of strategy, alternation of strategy prepotency; exponential decrease of effectiveness of each strategy application and special significance of the end-insight. Proceeding from the principal propositions of the hypotheses having been formulated, methodological rules have been advanced, which can be assumed as a basis in working-out the semi-structured interview.
KW - Brain asymmetry
KW - Expert systems
KW - Knowledge elicitation
KW - Knowledge engineering
KW - Tacit knowledge
UR - http://www.scopus.com/inward/record.url?scp=0034394298&partnerID=8YFLogxK
U2 - 10.1080/095281300146308
DO - 10.1080/095281300146308
M3 - статья
AN - SCOPUS:0034394298
VL - 12
SP - 43
EP - 55
JO - Journal of Experimental and Theoretical Artificial Intelligence
JF - Journal of Experimental and Theoretical Artificial Intelligence
SN - 0952-813X
IS - 1
ER -
ID: 33799479