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Ontology-based Information Extraction: An Overview and a Study of different Approaches

by Ritesh Shah, Suresh Jain
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 87 - Number 4
Year of Publication: 2014
Authors: Ritesh Shah, Suresh Jain
10.5120/15194-3574

Ritesh Shah, Suresh Jain . Ontology-based Information Extraction: An Overview and a Study of different Approaches. International Journal of Computer Applications. 87, 4 ( February 2014), 6-8. DOI=10.5120/15194-3574

@article{ 10.5120/15194-3574,
author = { Ritesh Shah, Suresh Jain },
title = { Ontology-based Information Extraction: An Overview and a Study of different Approaches },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 87 },
number = { 4 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 6-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume87/number4/15194-3574/ },
doi = { 10.5120/15194-3574 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:05:02.070243+05:30
%A Ritesh Shah
%A Suresh Jain
%T Ontology-based Information Extraction: An Overview and a Study of different Approaches
%J International Journal of Computer Applications
%@ 0975-8887
%V 87
%N 4
%P 6-8
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Information Extraction is a process to retrieve Information from Natural Language Text or unstructured text by automated process. OBIE[1] (Ontology based Information Extraction) is one of the most emerging subfields of Information Extraction. Where Ontology is a formal and explicit specification of conceptualization which plays a crucial role in the process of Information Extraction[2]. Ontology has potential to support to build a Semantic Web and also plays a vital role in the Knowledge Representation. This paper attempts to survey some relevant research in the field of Ontology Based Information Extraction.

References
  1. D. C. Wimalasuriya and D. Dou. Ontology-based information extraction: An introduction and a survey of current approaches. Journal of Information Science, 2010, 36(3): 306.
  2. T. R. Gruber: A translation approach to portable ontology specifications, Knowlegde Acquisition 5-199-220, 1993
  3. A. Maedche and S. Staab. Ontology Learning for the Semantic Web. IEEE Intelligent Systems, 16:72{79, March 2001. ISSN 1541-1672. 66.
  4. P. Cimiano. Ontology Learning and Population from Text: Algorithms, Evaluation and Applications. Springer-Verlag New York, Inc. , Secaucus, NJ, USA, 2006. ISBN 0387306323. 15, 66, 67, 72
  5. B. Popov, A. Kiryakov, D. Ognyano_, D. Manov, and A. Kirilov. KIM { a semantic platform for information extraction and retrieval. Natural Language Engineering, 10 (3-4):375{392, 2004. 65, 68
  6. D. W. Embley, D. M. Campbell, R. D. Smith, and S. W. Liddle. Ontology-based extraction and structuring of information from data-rich unstructured documents. In CIKM '98: Proc. of the 7th international conference on Information and knowledge management, pages 52{59, New York, NY, USA, 1998. ACM. ISBN 1-58113-061-966,69
  7. K. Bontcheva, V. Tablan, D. Maynard, and H. Cunningham. Evolving GATE to meetnew challenges in language engineering. Natural Language Engineering, 10(3{4):349{373, 2004. ISSN 1351-3249. 38, 66, 69
  8. K. Bontcheva, V. Tablan, D. Maynard, and H. Cunningham. Evolving GATE to meetnew challenges in language engineering. Natural Language Engineering, 2004. ISSN 1351-3249. 38, 66, 69
  9. P. Buitelaar, P. Cimiano, S. Racioppa, and M. Siegel. Ontology-based Information Extraction with SOBA. In Proceeding of LREC, Genoa, Italy, 5 2006. 69
  10. B. Endres-Niggemeyer. Ontology-based information extraction in agents' hands. In Proceedings 1st International and KI-08 Workshop on Ontology-based Information Extraction Systems, volume 400, pages 15{21. DFKI, 2008. 70
  11. H. Cunningham, K. Bontcheva, V. Tablan, and D. Maynard, General Architecture for Text Engineering (GATE) (2003). Available at: http://www. gate. ac. uk (accessed 25 June 2009)
  12. P. Mendes, M. Jakob, A. Garcia-Silva, and C. Bizer. Dbpedia spotlight: Shedding light on the web of documents. In Proceedings of the 7th International Conference on Semantic Systems (I-Semantics), September 2011. 70, 137, 197, 222
  13. Alexander Maedche2, G¨unter Neumann1, Steffen Staab Bootstrapping an Ontology-Based Information Extraction System. In: Studies in Fuzziness and Soft Computing, IntelligentExploration of the Web, Springer, 2002
  14. D. C. Wimalasuriya and D. Dou, Using multiple ontologies in information extraction. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, (ACM, New York,2009)
Index Terms

Computer Science
Information Sciences

Keywords

Ontology Information Extraction Semantic Web Knowledge Base

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