Abstract
We introduce an architecture for combining rule-based and case-based reasoning in the field of telecommunication network alarm handling. With this approach it is possible to handle alarms from different generations of network equipment or from equipment of different vendors. The architecture consists of: 1) Rule-Based reasoning (RBR) for the pre-processing of alarms and messages, 2) Case-Based reasoning (CBR) to find previous failure cases among the pre-processed alarms and messages and 3) fault diagnosis which is based on these two earlier parts. The alarms and messages are classified into basic classes during the pre-processing phase, in order to avoid dependency on equipment generations and vendors. The CBR part finds new failure cases among incoming alarms and messages based on certain rules.
Original language | English |
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Title of host publication | STeP 2000 - millennium of artificial intelligence: 'AI of today' |
Subtitle of host publication | Symposium on applications |
Editors | Heikki Hyötyniemi |
Publisher | Finnish Artificial Intelligence Society FAIS |
Pages | 103-111 |
Volume | 2 |
ISBN (Print) | 951-22-5128-0 |
Publication status | Published - 2000 |
MoE publication type | A4 Article in a conference publication |
Event | 9th Finnish Artificial Intelligence Conference : Millennium of Artificial Intelligence - Espoo, Finland Duration: 28 Aug 2000 → 30 Aug 2000 Conference number: 9 |
Publication series
Series | Publications of Finnish Society of Information Processing Science |
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Volume | 16 |
ISSN | 0782-0089 |
Conference
Conference | 9th Finnish Artificial Intelligence Conference |
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Abbreviated title | STeP 2000 |
Country/Territory | Finland |
City | Espoo |
Period | 28/08/00 → 30/08/00 |