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|Booktitle=Second International Workshop on Evolution and Change in Data Management (ECDM 2002), held in conjunction with the 21st International Conference on Conceptual Modelling, ER 2002, Tampere, Finland | |Booktitle=Second International Workshop on Evolution and Change in Data Management (ECDM 2002), held in conjunction with the 21st International Conference on Conceptual Modelling, ER 2002, Tampere, Finland | ||
|Pages=130-142 | |Pages=130-142 | ||
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{{Publikation Details | {{Publikation Details | ||
− | |Abstract=In this paper, we present a novel approach for the change discovery in the ontology-based knowledge management systems. It extends our previous work in the ontology evolution by taking into account the usage of the ontology in the knowledge management system. The approach is mainly based on the analysis of the user's interaction with the system in providing annotations for knowledge resources, as well as in the process of accessing the knowledge by querying the knowledge repository. We defined several assessment criteria to estimate the quality of annotations and the user's needs from the point of view of the knowledge management. These criteria result in the recommendations for the continual system improvement. Two evaluation studies illustrate the benefits of our approach. | + | |Abstract=In this paper, we present a novel approach for the change discovery in the ontology-based knowledge management systems. It extends our previous work in the ontology evolution by taking into account the usage of the ontology in the knowledge management system. The approach is mainly based on the analysis of the user's interaction with the system in providing annotations for knowledge resources, as well as in the process of accessing the knowledge by querying the knowledge repository. We defined several assessment criteria to estimate the quality of annotations and the user's needs from the point of view of the knowledge management. These criteria result in the recommendations for the continual system improvement. Two evaluation studies illustrate the benefits of our approach. |
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{{Forschungsgebiet Auswahl | {{Forschungsgebiet Auswahl | ||
|Forschungsgebiet=Ontology Engineering | |Forschungsgebiet=Ontology Engineering | ||
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Aktuelle Version vom 24. September 2009, 15:46 Uhr
Change Discovery in the Ontology-based Knowledge Management Systems
Change Discovery in the Ontology-based Knowledge Management Systems
Published: 2002
Buchtitel: Second International Workshop on Evolution and Change in Data Management (ECDM 2002), held in conjunction with the 21st International Conference on Conceptual Modelling, ER 2002, Tampere, Finland
Reihe: LNCS
Seiten: 130-142
Referierte Veröffentlichung
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Kurzfassung
In this paper, we present a novel approach for the change discovery in the ontology-based knowledge management systems. It extends our previous work in the ontology evolution by taking into account the usage of the ontology in the knowledge management system. The approach is mainly based on the analysis of the user's interaction with the system in providing annotations for knowledge resources, as well as in the process of accessing the knowledge by querying the knowledge repository. We defined several assessment criteria to estimate the quality of annotations and the user's needs from the point of view of the knowledge management. These criteria result in the recommendations for the continual system improvement. Two evaluation studies illustrate the benefits of our approach.