ALGORITHMS FOR COMBINING INFORMATION ABOUT WEB-PAGES WITH BACKGROUND ONTOLOGICAL KNOWLEDGE
Abstract and keywords
Abstract (English):
Currently, web information technologies are widely developed on the basis of the development of approaches related to the addition of semantics to web data, and the development of the apparatus of semantic networks. This article proposes the development of methods of semantic information retrieval based on algorithms of its association. This approach allows to use the analysis of web-pages with background ontological knowledge and increases its efficiency in comparison with standard approaches.

Keywords:
semantics, search algorithm, semantic network, data collection, knowledge discovery
References

1. Berners-Lee, T. Semantic web / T. Berners-Lee, J. Handler, O. Lassila //Scientific American. - 2001. - 284. - Pp. 34-43.

2. Brin, S. Anatomiya krupnomasshtabnoy gipertekstovoy poiskovoy sistemy / S. Brin // Komp'yuternye seti. - 1998. - № 30 (1/7). - S. 107-117.

3. Practical reasoning and effective responses to queries in the logic of description: the DL-Lite family / D. Calvanes, G. De Giacomo, D. Lembo, M. Lenzerini. R. Rosati //J. Autom. Reasoning. - 2007. - № 39 (3). - Pp. 385-429.

4. Search and ranking of knowledge in the semantic network / L. Dean, R. Pan, T. V. Finin, A. Joshi, Y. Peng, P. Kolari. // Proc. ISWC -2005, LNCS 3729. -2005. - Pp. 156-170.

5. Swoogle: search for knowledge in the semantic network / T. V. Finin, L. Dean, R. Pan, A. Joshi, P. Kolari, A. Java, Y. Peng // Proc. AAAI -2005. -2005. - Pp. 1682-1683.

6. DLV system for knowledge representation and reasoning / N. Leone, G. Pfeifer, W. Faber, T. Eiter, G. Gottlob, S. Perri, F. Scarcello // ACM Trans. Deduct Journal. - 2006. - № 7 (3). - Pp. 499-562.

7. Data binding with ontologies / A. Poggi, D. Lembo, D. Calvanese, G. De Giacomo, M. Lenzerini, R. Rosati // J. Data Semantics. - 2008. - № 10. - Pp. 133-173.

8. Rosati, R. Finite models in DL-Lite / R. Rosati // Proc. ESWC- 2008, LNCS 5021. - 2008. - Pp. 215-229.

9. Khan, A. A framework for multi-document abstractive summarization based on semantic role labelling / A. A. Khan, N. Salim, Y. J. Kumar // Applied Soft Computing. - 2015. - Vol. 30. - Pp. 737-747.

10. Choi, J. D. Transition-based semantic role labeling using predicate argument clustering / J. D. Choi, M. Palmer // Proceedings of the ACL 2011 Workshop on Relational Models of Semantics. - Association for Computational Linguistics, 2011. - Pp. 37-45.

11. Lyashevskaya, O. N. Ocenka freym-semanticheskoy rolevoy markirovki na yazyke razmetki padezha / O. N. Lyashevskaya, E. V. Kashkin // Materialy ezhegodnoy mezhdunarodnoy konferencii «Dialog-2014». - 2014. - S. 350-365.

12. Kaljahi, R. Semantic role labelling with minimal resources: Experiments with French / R. Kaljahi, J. Foster, J. Roturier./ Association for Computational Linguistics (ACL) - 2014. - Pp. 87-92.

13. Lang, J. Similarity-driven semantic role induction via graph partitioning / J. Lang, M. Lapata // Computational linguistics. - 2014. - Vol. 40, № 3. - Pp. 633-669.

14. Combination strategies for semantic role labeling / M. Surdeanu, L. Màrquez, X. Carreras, P. R. Comas // Journal of Artificial Intelligence Research. - 2007. - Pp. 105-151.

15. Palmer, M. The proposition bank: An annotated corpus of semantic roles / M .Palmer, D. Gildea, P. Kingsbury // Computational linguistics. ¬ 2005. ¬ Vol. 31, № 1. ¬ Pp. 71-106.

16. Serbulov, Yu. S. Mera informacii v zadachah vybora i raspredeleniya informacionnyh resursov / Yu. S. Serbulov, O. Yu. Lavlinskaya, V. V. Lavlinskiy // Inzhenernaya fizika. - 2010. - № 4. - S. 7-8.

17. Lavlinskiy, V.V. Teoreticheskie predposylki resheniya problem formirovaniya modeley i metodov vzaimodeystviya informacionnyh processov / V. V. Lavlinskiy // Modelirovanie sistem i processov. - 2013. - № 2. - S. 30-36.

18. Lavlinskiy, V. V. Teoreticheskie osnovy matematicheskogo modelirovaniya dlya opisaniya celenapravlennyh sistem / V. V. Lavlinskiy, E. A. Rogozin, S. N. Yan'shin // Vestnik Voronezhskogo instituta MVD Rossii. - 2017. - № 2. - S. 143-153.

Login or Create
* Forgot password?