Title :
Fuzzy DSS enhance cognitive support for strategic planning in an uncertain environment
Author :
Hall, Nancy Green
Author_Institution :
Dept. of Decision Sci., Kennesaw State Coll., Marietta, GA, USA
Abstract :
Recent studies of DSS have raised serious questions regarding the conflict between the ideal of DSS as aids to ill-structured problem-solving and the reality of DSS implementations which tend to focus on moderately- to well-structured problems. Lack of tools to aid certain types of cognitive effort relates directly to this concern. An additional worry is that incorporating inappropriate cognitive tools may do more harm than good. The potential for distortion or miscarriage of the decision process is great in the area of strategic planning. Supporting symbolic representation and reasoning for this area with tools involving fuzzy sets technology has worked very well for Carlssen and Walden (1993) with the Finnish forest products industry. Augmenting the decision support toolkit with fuzzy-set-theoretic tools as needed can open the door to more successful design and implementation of DSS
Keywords :
cognitive systems; decision support systems; fuzzy set theory; planning; problem solving; strategic planning; systems analysis; uncertain systems; uncertainty handling; Finnish forest products industry; cognitive support; decision process; decision support toolkit; fuzzy decision support systems; fuzzy set technology; fuzzy-set-theoretic tools; ill-structured problem-solving; reasoning; strategic planning; symbolic representation; system design; uncertain environment; Cognition; Decision support systems; Educational institutions; Fuzzy sets; Humans; Marketing and sales; Predictive models; Problem-solving; Production; Strategic planning;
Conference_Titel :
Uncertainty Modeling and Analysis, 1995, and Annual Conference of the North American Fuzzy Information Processing Society. Proceedings of ISUMA - NAFIPS '95., Third International Symposium on
Conference_Location :
College Park, MD
Print_ISBN :
0-8186-7126-2
DOI :
10.1109/ISUMA.1995.527747