Communications of the Korean Institute of Information Scientists and Engineers (정보과학회지)

Korean Institute of Information Scientists and Engineers (한국정보과학회)
권호 표지

지식 베이스 확장을 위한 트리플 추출

  • Published : 2016.08.23
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Abstract

Keywords

References

  1. S. Auer, C. Bizer, G. Kobilarov, J. Lehmann, and Z. Ives, "DBpedia: A nucleus for a web of open data," In Proceedings of International Semantic Web Conference, pp. 11-15, 2007.
  2. F. M. Suchanek, G. Kasneci, and G. Weikum, "Yago: a core of semantic knowledge," In Proceedings of the 16th International Conference on World Wide Web, pp. 697-706, 2007.
  3. K. Bollacker, C. Evans, P. Paritosh, T. Sturge, and J. Taylor, "Freebase: a collaboratively created graph database for structuring human knowledge," In Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data, pp. 1247-1250, 2008.
  4. Z. GuoDong, S. Jian, Z. Jie, and Z. Min, "Exploring various knowledge in relation extraction," In Proceedings of the 43rd Annual Meeting of Association for Computational Linguistics, pp. 427-434, 2005
  5. A. Carlson, J. Betteridge, B. Kisiel, B. Settles, E. R. Hruschka Jr, and T. M. Mitchell, "Toward an architecture for Never-Ending Language Learning," In Proceedings of the Conference on Artificial Intelligence, pp. 1306-1313, 2010.
  6. H.-G. Yoon, H.-J. Song, S.-B. Park, and S.-Y. Park, "A translation-based knowledge graph embedding preserving logical property of relations," In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 907-916, 2016.
  7. V N. Vapnik, Statistical Learning Theory, John Wiley & Sons, 1998
  8. A. Culotta, and J. Sorensen, "Dependency tree kernels for relation extraction," In Proceedings of the 42nd Annual Meeting of Association for Computational Linguistics, pp. 423-429, 2004.
  9. D. Zelenko, C. Aone, and A. Richardella, "Kernel methods for relation extraction," Journal of Machine Learning Research, Vol. 3, No.2, pp. 1083-1106, 2003.
  10. R. C. Bunescu, and R. J. Mooney, "Subsequence kernels for relation extraction," Advances in Neural Information Processing Systems, pp. 171-178, 2005.
  11. H.Lodhi, C. Saunders, J. Shawe-Taylor, N. Cristianini, C. Watkins, "Text classification using string kernels," Journal of Machine Learning Research, Vol. 2, No. 2 pp. 419-444, 2002.
  12. D. Gerber, and A.-C. N. Ngomo, "Bootstrapping the linked data web," In Proceedings of the 1st Workshop on Web Scale Knowledge Extraction, 2011
  13. F. Wu, and D. S. Weld, "Open information extraction using Wikipedia," In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pp. 118-127, 2010.
  14. H. Lee, M. Choi, and H. Kim, "Relation extraction using suffix Tree and distant supervision," In Proceedings of Annual Conference on Human and Language Technology, pp.149-152, 2014.
  15. H.-G. Yoon, S.-J. Choi, and S.-B. Park, "Improving the performance of triple generation based on distant supervision by using semantic similarity," Journal of KIISE, pp.653-661, 2016
  16. A. Bordes, J. Weston, R. Collobert, and Y. Bengio, "Leaming structured embeddings of knowledge bases," In Proceedings of the 28th AAAI Conference on Artificial intelligence, pp. 301-306, 2011.
  17. R. Jenatton, N. L. Roux, A. Bordes, and G. R. Obozinski, "A latent factor model for highly multi-relational data," Advances in Neural Information Processing Systems, pp. 3167-3175, 2012.
  18. R. Socher, D. Chen, C. D. Manning, and A. Ng, "Reasoning with neural tensor networks for knowledge base completion," Advances in Neural Information Processing Systems, pp. 926-934, 2013.
  19. A. Bordes, N. Usunier, A. Garcia-Duran, J. Weston, and O. Yakhnenko, "Translating embeddings for modeling multi-relational data," Advances in Neural Information Processing Systems (NIPS), pp. 2787-2795, 2013
  20. Z. Wang, J. Zhang, J. Feng, and Z. Chen, "Knowledge graph embedding by translating on hyperplanes," In Proceedings of the 28th AAAI Conference on Artificial Intelligence, pp. 1112-1119, 2014.
  21. Y. Lin, Z. Liu, M. Sun, Y. Liu, and X. Zhu, "Learning entity and relation embeddings for knowledge graph completion," In Proceedings of the 29th AAAI Conference on Artificial Intelligence, pp. 2181-2187, 2015.
  22. G. Ji, S. He, L. Xu, K. Liu, and J. Zhao, "Knowledge graph embedding via dynamic mapping matrix," In Proceedings of the 53rd Annual Meeting of the Associational Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, pp. 687-696, 2015.