Abstract
With the increasing growth and popularization of the Internet, knowledge extraction from the web is an important issue in the fields of web mining, ontology engineering and intelligent information processing. The availability of real big corpora and the development of technologies of internet network and machine learning make it feasible to acquire massive knowledge from the web. In addition, many web-based encyclopedias such as Wikipedia and Baidu Baike include much structured knowledge. However, knowledge qualities including the incorrectness, inconsistency, and incompleteness become a serious obstacle for the wide practical applications of those extracted and structured knowledge. In this paper, we build a taxonomy of relations between attributes of concepts, and propose a taxonomy of attribute relations driven approach to evaluating the knowledge about attribute values of attributes of entities. We also address an application of our approach to building and verifying attribute knowledge of entities in different domains.
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References
Tsai, W.T., Vishnuvajjala, R., Zhang, D.: Verification and Validation of Knowledge-Based Systems. IEEE Transactions on Knowledge and Data Engineering 11, 202–212 (1999)
Owoc, M.L., Ochmanska, M., Gladysz, T.: On Principles of Knowledge Validation. In: 5th European Symposium on Validation and Verification of Knowledge Based Systems, pp. 25–35 (1999)
Leemans, P., Treur, J., Willems, M.: A Semantical Perspective on Verifica-tion of Knowledge. Data and Knowledge Engineering 40, 33–70 (2002)
Arpinar, I.B., Giriloganathan, K., Aleman-Meza, B.: Ontology Quality by Detection of Conflicts in Metadata. In: 4th Workshop on Evaluation of Ontologies on the Web (2006)
Lozano-Tello, A., Gomez-Perez, A.: ONTOMETRIC: A Method Choose the Appropriate Ontology. Journal of Database Management 15, 1–18 (2004)
Gangemi, A., Catenacci, C., Ciaramita, M., Lehmann, J.: A Theoretical Framework for Ontology Evaluation and Validation. In: 2nd Italian Semantic Web Workshop on Semantic Web Applications and Perspectives (2005)
Song, D.: Research on Some Problems about Ontology Evaluation. Research on Library Science 35, 6–9 (2011) (in Chinese)
Porzel, R., Malaka, R.: A Task-based Approach for Ontology Evaluation. In: ECAI Workshop on Ontology Learning and Population (2004)
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Zhang, C., Niu, Z., Shi, C., Tan, M., Fu, H., Xu, S. (2013). Representation and Verification of Attribute Knowledge. 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_39
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DOI: https://doi.org/10.1007/978-3-642-39787-5_39
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39786-8
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