EKSTRAKSI INFORMASI KONTEN WEB MENGGUNAKAN PENDEKATAN BERBASIS ONTOLOGI

Authors

  • Erma Susanti Teknik Informatika, Institut Sains & Teknologi AKPRIND Yogyakarta .

DOI:

https://doi.org/10.34151/technoscientia.v7i2.199

Keywords:

information extraction, Ontology-Based Information Extraction, OBIE ontology

Abstract

Most of information on the Internet is transmitted through unstructured information via websites. Information in the web pages usually contains main content, advertisement, navigation and other additional information. The amount of information makes it difficult to obtain the core information, value and relevant knowledge inthe form of structured information, like databases. Information extraction is a process to converting unstructured information into structured information. Applying information extraction method using ontology called Ontology-Based Information Extraction (OBIE) aims to provide semantic content for semantic web and perform extracting process using semi-automatic method (a method to minimize human intevention in extracting process). A case study to apply information extraction used “LonelyPlanet” dataset.

 

References

Appelt, D.E., 1999, Introduction to Information Extraction, Ai Com-munication, No. 3, Vol. 12, hal. 161-172.
Cimiano, P., Hotho, A. dan Staab, S., 2005, Learning concept hierarchies from text corpora using formal concept analysis, Journal of Artificial Intelligence Research, Vol. 24, hal. 305-339.
Cunningham, 2002, GATE A General Architectue of Text Engineering, Computers and the Humanities, No. 2, Vol. 36, hal. 223-254.
Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V., Aswani, N., Robert, I., Gorrell, G., Funk, A., Roberts, A., Damljanovic, D., Heitz, T., Greenwood, M.A., Saggion, H., Petrak, J., Li, Y. dan Peters, W., 2011, Text Processing with GATE (Version 6), Department of Computer Science University of Sheffield.
Labsky, M., 2008, Information Extraction from Website using Extraction Ontologies, Disertasi, University of Economic Prague.
Piskorski, J. dan Yangarber, R., 2013, Information Extraction: Past, Present and Future, In: T. Poibeau et al., eds., Multi-source, Multilingual Information Extraction and Summarization, Springer-Verlag, Berlin.
Wimalasuriya, D.C. dan Dou, D., 2009, Ontology-Based Information Extraction: An Introduction and a Survey of Current Approach, Journal of Information Science, No. X, Vol. XX, hal. 1-20.

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Published

01-02-2015

How to Cite

Susanti, E. (2015). EKSTRAKSI INFORMASI KONTEN WEB MENGGUNAKAN PENDEKATAN BERBASIS ONTOLOGI. JURNAL TEKNOLOGI TECHNOSCIENTIA, 7(2), 128–136. https://doi.org/10.34151/technoscientia.v7i2.199