Development of an expert system for the electronics manufacturing sector

Dino Isa, Michael Hartley, V. P. Kallimani, Aini Hussain, Salina Abdul Samad

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

Abstract

The knowledge repository proposed in this paper uses a neural network to identify patterns of words from a vocabulary of key words used in a specific manufacturing environment to describe rejects commonly encountered during the assembly process. The problem of indexing through the most appropriate solutions of a case-based reasoning system can be addressed in a more efficient way through the use of an artificial neural network (ANN) front end to analyze and identify patterns of words which lead to a certain goal or solution. Using this method, keyword matches are unnecessary as the link between problems and solutions are in reality, trained patterns of words which do not necessarily contain the terms that describe the problem explicitly. The method is used in conjunction with a self organizing map (SOM) in the back end of the system to organize data into groups ofsolutions which are related to one another through the problems that they address.

Original languageEnglish
Title of host publicationProceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3410-3415
Number of pages6
Volume2
ISBN (Print)0780395212, 9780780395213
DOIs
Publication statusPublished - 2006
Event2nd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006 - Damascus, Syrian Arab Republic
Duration: 24 Apr 200628 Apr 2006

Other

Other2nd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006
CountrySyrian Arab Republic
CityDamascus
Period24/4/0628/4/06

Fingerprint

Expert systems
Electronic equipment
Neural networks
Case based reasoning
Self organizing maps

Keywords

  • Artificial neural networks
  • Case-based reasoning
  • Expert systems
  • Self-organizing maps

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications

Cite this

Isa, D., Hartley, M., Kallimani, V. P., Hussain, A., & Abdul Samad, S. (2006). Development of an expert system for the electronics manufacturing sector. In Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006 (Vol. 2, pp. 3410-3415). [1684965] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICTTA.2006.1684965

Development of an expert system for the electronics manufacturing sector. / Isa, Dino; Hartley, Michael; Kallimani, V. P.; Hussain, Aini; Abdul Samad, Salina.

Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006. Vol. 2 Institute of Electrical and Electronics Engineers Inc., 2006. p. 3410-3415 1684965.

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

Isa, D, Hartley, M, Kallimani, VP, Hussain, A & Abdul Samad, S 2006, Development of an expert system for the electronics manufacturing sector. in Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006. vol. 2, 1684965, Institute of Electrical and Electronics Engineers Inc., pp. 3410-3415, 2nd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006, Damascus, Syrian Arab Republic, 24/4/06. https://doi.org/10.1109/ICTTA.2006.1684965
Isa D, Hartley M, Kallimani VP, Hussain A, Abdul Samad S. Development of an expert system for the electronics manufacturing sector. In Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006. Vol. 2. Institute of Electrical and Electronics Engineers Inc. 2006. p. 3410-3415. 1684965 https://doi.org/10.1109/ICTTA.2006.1684965
Isa, Dino ; Hartley, Michael ; Kallimani, V. P. ; Hussain, Aini ; Abdul Samad, Salina. / Development of an expert system for the electronics manufacturing sector. Proceedings - 2006 International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA 2006. Vol. 2 Institute of Electrical and Electronics Engineers Inc., 2006. pp. 3410-3415
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