Browse > Article
http://dx.doi.org/10.9708/jksci.2012.17.8.021

Ontology-based Machine Translation Mashup System for Public Information  

Oh, Kyeong-Jin (Dept. of Computer and Information Engineering, Inha University)
Kwon, Kee-Young (Dept. of Computer and Information Engineering, Inha University)
Hong, Myung-Duk (Dept. of Computer and Information Engineering, Inha University)
Jo, Geun-Sik (Dept. of Computer and Information Engineering, Inha University)
Abstract
We have proposed an ontology-based translation mashup system for foreigner to enjoy Korean cultural information without any language barrier(linguistic problem). In order to utilize public information, we use a mobile public information open API of Seoul metropolitan city. Google AJAX language API is used for translations of public information. We apply an ontology to minimize errors caused by the translations. For ontology modeling, we analyze the public information domain and define classes, relations and properties of cultural vocabulary ontology. We generate ontology instances for titles, places and sponsors which are the most frequently occurring translation errors. We compare the accuracy of translations through our experiment. Through the experimental results using the proposed ontology-based translation mashup system, we verify the validity of the system.
Keywords
Ontology; Public Information; Mashup system;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 M. Popovic, D. Vilar, E. Avramidis, and A. Burchardt, "Evaluation without references: IBM1 scores as evaluation metrics," Proceedings of the 6th Workshop on Statistical Machine Translation, pp. 99-103, July, 2011.
2 SK. Choi, KY. Lee, YH. Roh, OW. Kwon, YG. Kim, "Customization Method for Commercialization of a Pattern-based English-Korean Machine Translation System," Journal of KIISE : Software and Applications, Vol. 39, No. 4, pp. 253-260, 2012.
3 Open API, http://en.wikipedia.org/wiki/Open_API, 2007.
4 P. Parycek, and M. Sachs, "Open Government - Information Flow in Web 2.0," European Journal of ePractice, Vol. 9, No. 3, pp. 1-12, Mar, 2010.
5 Programmableweb, Mashups, Mashup Directory, http://www.programmableweb.com, 2011.
6 SC. Hwang, HC. Kim, SJ. Kim, JS. Jeong, SJ. Kang, "A Study on the Modeling of Multilingual Information Search System using Open API," 09 Proceedings of the Korea Society for Industrial Systems Conference, pp. 129-132, 2009.
7 SC. Hwang, HC. Kim, SJ. Kim, JS. Jeong, SJ. Kang, "A Study on the Modeling of Multilingual Information Search System using Open API," 09 Proceedings of the Korea Society for Industrial Systems Conference, pp. 129-132, 2009.
8 S. K. Samanta, A. Achilleos, S. Moiron, J. C. Woods, and M. Ghanbari, "Automatic language translation for mobile SMS," International Journal of Information Communication Technologies and Human Development (IJICTHD), Vol. 2, No. 1, pp. 43-58, Mar, 2010.   DOI
9 SK. Kim, C. Kim, HC. Jang, SJ. Yea, MY. Song, "Mash-up system for searching herb using herb ontology," Journal of Information Management, Vol. 39, No. 4, pp. 173-186, Dec, 2008.   과학기술학회마을   DOI   ScienceOn
10 SK. Kim, KA. Kim, KH. Ahn, "Using Machine Translation Agent Based on Ontology Study of Real Tranlsation," 06 Proceedings of the Korea Inteligent Information System Society Conference, pp. 229-233, Jun, 2006
11 D. W. Embley, S. W. Liddle, D. W. Lonsdale, and Y. Tijerino, "Multilingual ontologies for cross-language information extraction and semantic search," Proceedings of the 30th international conference on Conceptual modeling, pp. 147-160, Apr, 2011.
12 AY. Shin, "Research of Epic on Drama by Gun-Sam, Lee - Center of Gravity the "Gungmul It Sa Ob ni Da"," The Journal of Drama, pp. 131-149, Jun, 2007.
13 L. Zhuhadar, O. Nasraoui, R. Wyatt, and E. Romero, "Multi-language Ontology-based Search Engine," Proceedings of 3rd international conference on Advances in Computer-Human Interactions, pp. 13-18, Feb, 2010.
14 M. Kumar, and R. Vig, "Multilingual Context Ontology Rule Enhanced Focused Web Crawler," Journal of Advances in Information Technology, Vol. 1, No. 1, pp. 21-25, Feb, 2010.
15 Jena Framework, http://jena.sourceforge.net/, 2007.