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Inproceedings109

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On the possibility to improve searching for knowledge using a more expressive form of annotation




Published: 2002

Buchtitel: EKAW 2002 Workshop on Knowledge Management through Corporate Semantic Webs, at 13th European Conference on Knowledge Engineering and Knowledge Management EKAW
Seiten: 51-65
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Kurzfassung
Finding right information in the right moment is quite a tedious task on the Web. The main difficulty is the wrong context in which information is found and, therefore, part of the problem lies in the process of providing metadata about information resources on the web. In other words, only by searching for keywords, which are assigned to the content of an information resource, a machine agent cannot differ between various contexts of using these keywords, and some non-relevant resources will be retrieved as the result of the searching process. In this paper, we propose a method for improving the annotation of information resources - by forming conditional statements about keywords used in the describing content of a resource. This kind of annotation leads to the better precision of the information retrieval process - by expressing the context of searching in a more precise manner. Moreover, such more expressive form of describing content of information resources supports a more powerful knowledge sharing process enabling the discovery of new information by considering the combination of existing information resources. In that way, the system provides some answers which are not explicitly stated in the information repository. We present a knowledge management framework which implements such type of annotation and give a small evaluation study. The framework is based on using Semantic Web tools, which are developed at our Institute.



Forschungsgruppe

Wissensmanagement


Forschungsgebiet

Web Science