Named entity disambiguation on an ontology enriched by Wikipedia

@article{Nguyen2008NamedED,
  title={Named entity disambiguation on an ontology enriched by Wikipedia},
  author={Hien T. Nguyen and Tru H. Cao},
  journal={2008 IEEE International Conference on Research, Innovation and Vision for the Future in Computing and Communication Technologies},
  year={2008},
  pages={247-254}
}
Currently, for named entity disambiguation, the short-age of training data is a problem. This paper presents a novel method that overcomes this problem by automatically generating an annotated corpus based on a specific ontology. Then the corpus was enriched with new and informative features extracted from Wikipedia data. Moreover, rather than pursuing rule-based methods as in literature, we employ a machine learning model to not only disambiguate but also identify named entities. In addition… CONTINUE READING
Highly Cited
This paper has 31 citations. REVIEW CITATIONS
22 Citations
43 References
Similar Papers

References

Publications referenced by this paper.
Showing 1-10 of 43 references

Similar Papers

Loading similar papers…