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| Content Provider | Springer Nature Link |
|---|---|
| Author | Leung, R.W.K. Lau, H.C.W. Kwong, C.K. |
| Copyright Year | 2004 |
| Abstract | To cope with the issue of ``brain drain'' intoday's competitive industrial environment, itis important to capture relevant experience andknowledge in order to sustain the continualgrowth of company business. In this respect,the study in the domain of knowledge learningis of paramount importance in terms ofcapturing and reuse of tacit and explicitknowledge. To support the process of knowledgelearning, a methodology to establish anintelligent system, which consists of bothOn-Line Analytical Processing (OLAP) and fuzzylogic principles, is suggested. This paperattempts to propose this approach forintegrating OLAP and fuzzy logic to form anintelligent system, capitalizing on the meritsand at the same time offsetting the drawbacksof the involved technologies. In this system,the values and positions of related fuzzy setsare modified to suit the industrialenvironment, supporting smoother operation withless error. To validate the feasibility of theproposed system, a case study related to themonitoring of chemical concentration of PCBelectroplating process is covered in thepaper. |
| Starting Page | 139 |
| Ending Page | 159 |
| Page Count | 21 |
| File Format | |
| ISSN | 02692821 |
| Journal | Artificial Intelligence Review |
| Volume Number | 21 |
| Issue Number | 2 |
| e-ISSN | 15737462 |
| Language | English |
| Publisher | Kluwer Academic Publishers |
| Publisher Date | 2004-01-01 |
| Publisher Place | Dordrecht |
| Access Restriction | Subscribed |
| Subject Keyword | Computer Science Artificial Intelligence (incl. Robotics) Nonlinear Dynamics, Complex Systems, Chaos, Neural Networks |
| Content Type | Text |
| Resource Type | Article |
| Subject | Artificial Intelligence Linguistics and Language |
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