Abstract
While building the large-scale domain ontology, the traditional manually-based construction method is low efficient and not feasible. In order to construct the large scale domain-ontology automatically; therefore, proposed a two stage method for large scale Chinese domain-ontology automatic construction by merging the thesaurus and online encyclopedia together. On the first stage, fuzzy mapping the thesaurus to OWL and construct the domain rough-ontology; on the second stage, including the following steps: (i) Concept Mapping and Pruning, (ii) deciding attribute from Chinese encyclopedia and (iii) rough-ontology self-Adaptive and expansion. Practice has proved that the system has the feasibility and robustness on achieving the large scale domain ontology automatic and rapid construction.
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Wang, T., Song, J., Di, R., Liang, Y. (2013). A Thesaurus and Online Encyclopedia Merging Method for Large Scale Domain-Ontology Automatic Construction. In: Wang, M. (eds) Knowledge Science, Engineering and Management. KSEM 2013. Lecture Notes in Computer Science(), vol 8041. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39787-5_11
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DOI: https://doi.org/10.1007/978-3-642-39787-5_11
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