Title :
Uncertainty management issues in the development of an acoustic signal interpretation expert system
Author :
Avanzato, Robert L.
Author_Institution :
Sch. of Eng. Technol. & Commonwealth Eng., Pennsylvania State Univ., Abington, PA, USA
fDate :
30 Sep-2 Oct 1991
Abstract :
The implementation issues surrounding uncertainty management are examined in order to aid in the design and development of an acoustic signal interpretation expert system. A brief introduction and overview of the current schemes available for representation of uncertainty in knowledge-based systems are presented. The results of a survey of current efforts in acoustic signal interpretation, with special attention directed toward the methods of uncertainty handling, are also presented. Issues relevant to the selection of uncertainty management schemes and assessing the impact on expert system design and development are discussed
Keywords :
acoustic signal processing; computerised signal processing; expert systems; fuzzy logic; inference mechanisms; systems analysis; acoustic signal interpretation expert system; fuzzy logic; knowledge-based systems; system design; uncertainty management; Acoustical engineering; Design engineering; Engineering management; Expert systems; Humans; Knowledge engineering; Knowledge representation; Signal design; Technology management; Uncertainty;
Conference_Titel :
Developing and Managing Expert System Programs, 1991., Proceedings of the IEEE/ACM International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-2250-4
DOI :
10.1109/DMESP.1991.171704