Research Article
Ontology-based Information Extraction: An Overview and a Study of different Approaches
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 87 - Issue 4 |
| Published: February 2014 |
| Authors: Ritesh Shah, Suresh Jain |
10.5120/15194-3574
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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 },
year = { 2014 },
volume = { 87 },
number = { 4 },
pages = { 6-8 },
doi = { 10.5120/15194-3574 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2014
%A Ritesh Shah
%A Suresh Jain
%T Ontology-based Information Extraction: An Overview and a Study of different Approaches%T
%J International Journal of Computer Applications
%V 87
%N 4
%P 6-8
%R 10.5120/15194-3574
%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
- 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.
- T. R. Gruber: A translation approach to portable ontology specifications, Knowlegde Acquisition 5-199-220, 1993
- A. Maedche and S. Staab. Ontology Learning for the Semantic Web. IEEE Intelligent Systems, 16:72{79, March 2001. ISSN 1541-1672. 66.
- 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
- 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
- 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
- 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
- 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
- P. Buitelaar, P. Cimiano, S. Racioppa, and M. Siegel. Ontology-based Information Extraction with SOBA. In Proceeding of LREC, Genoa, Italy, 5 2006. 69
- 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
- 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)
- 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
- 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
- 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)
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