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@article{ART002219008},
author={SANGJIN, LEE and Seokhoon Kim},
title={An Interpretation and Translation System Using Location Based Big Data Analysis},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2017},
volume={12},
number={2},
pages={219-225},
doi={10.34163/jkits.2017.12.2.001}

TY - JOUR
AU - SANGJIN, LEE
AU - Seokhoon Kim
TI - An Interpretation and Translation System Using Location Based Big Data Analysis
JO - Journal of Knowledge Information Technology and Systems
PY - 2017
VL - 12
IS - 2
PB - Korea Knowledge Information Technology Society
SP - 219
EP - 225
SN - 1975-7700
AB - Nowadays, an accuracy of interpretation and translation system, which are based on a natural language, are quotidianly increasing, because a big data processing method has been dramatically progressed. However, there are still some lacks for an user who is needed a colloquial style interpretation and translation. To this end, we propose an interpretation and translation system for the user, which are using a location information based on big data analysis. When the proposed system collect data, the system is preferentially gathering the data which are generated in the near regions, and which are related with the regions. At this time, the criteria of data gathering process are each data location information. And then, the system will configure various data set by their data type. The configured data set, which it will be used pre-learning parameters in a deep neural network. Based on these parameters for the pre-learning process, the proposed system carry out a deep learning process. By doing this, the system provide a improved interpretation and translation result for colloquial style. To verify an excellence of the system, we compare with an existing system. In the performance evaluation, the proposed system show enhanced results about 10% than the existing system.
KW - Interpretation;Translation;Location information;Bigdata;Natural language;Artificial intelligence
DO - 10.34163/jkits.2017.12.2.001
ER -

SANGJIN, LEE and Seokhoon Kim. (2017). An Interpretation and Translation System Using Location Based Big Data Analysis. Journal of Knowledge Information Technology and Systems, 12(2), 219-225.

SANGJIN, LEE and Seokhoon Kim. 2017, "An Interpretation and Translation System Using Location Based Big Data Analysis", Journal of Knowledge Information Technology and Systems, vol.12, no.2 pp.219-225. Available from: doi:10.34163/jkits.2017.12.2.001

SANGJIN, LEE, Seokhoon Kim "An Interpretation and Translation System Using Location Based Big Data Analysis" Journal of Knowledge Information Technology and Systems 12.2 pp.219-225 (2017) : 219.

SANGJIN, LEE, Seokhoon Kim. An Interpretation and Translation System Using Location Based Big Data Analysis. 2017; 12(2), 219-225. Available from: doi:10.34163/jkits.2017.12.2.001

SANGJIN, LEE and Seokhoon Kim. "An Interpretation and Translation System Using Location Based Big Data Analysis" Journal of Knowledge Information Technology and Systems 12, no.2 (2017) : 219-225.doi: 10.34163/jkits.2017.12.2.001

SANGJIN, LEE; Seokhoon Kim. An Interpretation and Translation System Using Location Based Big Data Analysis. Journal of Knowledge Information Technology and Systems, 12(2), 219-225. doi: 10.34163/jkits.2017.12.2.001

SANGJIN, LEE; Seokhoon Kim. An Interpretation and Translation System Using Location Based Big Data Analysis. Journal of Knowledge Information Technology and Systems. 2017; 12(2) 219-225. doi: 10.34163/jkits.2017.12.2.001

SANGJIN, LEE, Seokhoon Kim. An Interpretation and Translation System Using Location Based Big Data Analysis. 2017; 12(2), 219-225. Available from: doi:10.34163/jkits.2017.12.2.001

SANGJIN, LEE and Seokhoon Kim. "An Interpretation and Translation System Using Location Based Big Data Analysis" Journal of Knowledge Information Technology and Systems 12, no.2 (2017) : 219-225.doi: 10.34163/jkits.2017.12.2.001