Uncertainty management issues in the development of an acoustic signal interpretation expert system

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The selection of an uncertainty management system is a critical factor in the design, development, and maintenance of any expert system that is expected to perform reasoning with uncertainty. The goal of this paper is to provide insights into the implementation issues surrounding uncertainty management to aid in the design and development of an acoustic signal interpretation expert system. The paper provides a brief introduc - tion and overview of the current schemes available for representation of uncertainty in knowledge-based systems. The results of a survey of the current efforts in acoustic signal interpretation with special attention directed toward the methods of uncertainty handling are also presented. Finally, issues relevant to the selection of uncertainty management schemes and assessing the impact on expert system design and development are discussed.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages68-75
Number of pages8
ISBN (Electronic)0818622504, 9780818622502
DOIs
StatePublished - Jan 1 1991
Event1991 IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991 - Washington, United States
Duration: Sep 30 1991Oct 2 1991

Publication series

NameProceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991

Conference

Conference1991 IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991
CountryUnited States
CityWashington
Period9/30/9110/2/91

Fingerprint

Expert systems
Acoustics
Knowledge based systems
Uncertainty
Systems analysis

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Information Systems
  • Software

Cite this

Avanzato, R. L. (1991). Uncertainty management issues in the development of an acoustic signal interpretation expert system. In Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991 (pp. 68-75). [171704] (Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/DMESP.1991.171704
Avanzato, Robert Louis. / Uncertainty management issues in the development of an acoustic signal interpretation expert system. Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991. Institute of Electrical and Electronics Engineers Inc., 1991. pp. 68-75 (Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991).
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Avanzato, RL 1991, Uncertainty management issues in the development of an acoustic signal interpretation expert system. in Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991., 171704, Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991, Institute of Electrical and Electronics Engineers Inc., pp. 68-75, 1991 IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991, Washington, United States, 9/30/91. https://doi.org/10.1109/DMESP.1991.171704

Uncertainty management issues in the development of an acoustic signal interpretation expert system. / Avanzato, Robert Louis.

Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991. Institute of Electrical and Electronics Engineers Inc., 1991. p. 68-75 171704 (Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Avanzato RL. Uncertainty management issues in the development of an acoustic signal interpretation expert system. In Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991. Institute of Electrical and Electronics Engineers Inc. 1991. p. 68-75. 171704. (Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, DMESP 1991). https://doi.org/10.1109/DMESP.1991.171704