Comparative study on disambiguating acronyms in the scientific papers using the open knowledge base
D.-H. Jeong, J. Gim, H. Jung, M. Geierhos, F.S. Bäumer, in: Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 2014, pp. 369–371.
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Conference Paper
| Published
| English
Author
Jeong, Do-Heon;
Gim, Jangwon;
Jung, Hanmin;
Geierhos, MichaelaLibreCat 
;
Bäumer, Frederik SimonLibreCat
;
Bäumer, Frederik SimonLibreCatDepartment
Abstract
In this paper, we focus on the acronym representation, the concept of abbreviation of major terminology. To this end, we try to find the most efficient method to disambiguate the sense of the acronym. Comparing the various feature types, we found that using single noun (NN) overwhelmingly outperformed noun phrase (NP) base. Moreover, the result also showed that collocation information (CL) was not efficient for enhancing performance considering a huge extra data processing. We expect to apply the open knowledge base Wikipedia to scholarly service to enhance the quality of the local knowledge base and to develop value-added services.
Publishing Year
Proceedings Title
Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014)
Page
369-371
Conference
The 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014)
Conference Location
Kathmandu, Nepal
Conference Date
2014-07-14 – 2014-07-18
ISSN
LibreCat-ID
Cite this
Jeong D-H, Gim J, Jung H, Geierhos M, Bäumer FS. Comparative study on disambiguating acronyms in the scientific papers using the open knowledge base. In: Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014). ; 2014:369-371.
Jeong, D.-H., Gim, J., Jung, H., Geierhos, M., & Bäumer, F. S. (2014). Comparative study on disambiguating acronyms in the scientific papers using the open knowledge base. In Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014) (pp. 369–371). Kathmandu, Nepal.
@inproceedings{Jeong_Gim_Jung_Geierhos_Bäumer_2014, title={Comparative study on disambiguating acronyms in the scientific papers using the open knowledge base}, booktitle={Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014)}, author={Jeong, Do-Heon and Gim, Jangwon and Jung, Hanmin and Geierhos, Michaela and Bäumer, Frederik Simon}, year={2014}, pages={369–371} }
Jeong, Do-Heon, Jangwon Gim, Hanmin Jung, Michaela Geierhos, and Frederik Simon Bäumer. “Comparative Study on Disambiguating Acronyms in the Scientific Papers Using the Open Knowledge Base.” In Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 369–71, 2014.
D.-H. Jeong, J. Gim, H. Jung, M. Geierhos, and F. S. Bäumer, “Comparative study on disambiguating acronyms in the scientific papers using the open knowledge base,” in Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), Kathmandu, Nepal, 2014, pp. 369–371.
Jeong, Do-Heon, et al. “Comparative Study on Disambiguating Acronyms in the Scientific Papers Using the Open Knowledge Base.” Conference Proceedings of the 9th Asia Pacific International Conference on Information Science and Technology (APIC-IST 2014), 2014, pp. 369–71.
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