@article{ART002304629},
author={Dou Gyun Kim},
title={Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform},
journal={Journal of the Korean Biblia Society for Library and Information Science},
issn={1229-2435},
year={2017},
volume={28},
number={4},
pages={501-518},
doi={10.14699/kbiblia.2017.28.4.501}
TY - JOUR
AU - Dou Gyun Kim
TI - Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform
JO - Journal of the Korean Biblia Society for Library and Information Science
PY - 2017
VL - 28
IS - 4
PB - Journal Of The Korean Biblia Society For Library And Information Science
SP - 501
EP - 518
SN - 1229-2435
AB - Reducing the time it takes for researchers to acquire knowledge and introduce them into research activities can be regarded as an indispensable factor in improving the productivity of research. The purpose of this research is to cluster the information usage patterns of KOSEN users and to suggest optimization method of personalized recommendation service algorithm for grouped users. Based on user research activities and usage information, after identifying appropriate services and contents, we applied a Spark based big data analysis technology to derive a personal recommendation algorithm. Individual recommendation algorithms can save time to search for user information and can help to find appropriate information.
KW - Recommended System;Personalization System;Science and Technology Information;Big Data;Korean Scientist Network
DO - 10.14699/kbiblia.2017.28.4.501
ER -
Dou Gyun Kim. (2017). Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform. Journal of the Korean Biblia Society for Library and Information Science, 28(4), 501-518.
Dou Gyun Kim. 2017, "Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform", Journal of the Korean Biblia Society for Library and Information Science, vol.28, no.4 pp.501-518. Available from: doi:10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim "Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform" Journal of the Korean Biblia Society for Library and Information Science 28.4 pp.501-518 (2017) : 501.
Dou Gyun Kim. Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform. 2017; 28(4), 501-518. Available from: doi:10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim. "Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform" Journal of the Korean Biblia Society for Library and Information Science 28, no.4 (2017) : 501-518.doi: 10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim. Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform. Journal of the Korean Biblia Society for Library and Information Science, 28(4), 501-518. doi: 10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim. Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform. Journal of the Korean Biblia Society for Library and Information Science. 2017; 28(4) 501-518. doi: 10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim. Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform. 2017; 28(4), 501-518. Available from: doi:10.14699/kbiblia.2017.28.4.501
Dou Gyun Kim. "Personal Recommendation Service Design Through Big Data Analysis on Science Technology Information Service Platform" Journal of the Korean Biblia Society for Library and Information Science 28, no.4 (2017) : 501-518.doi: 10.14699/kbiblia.2017.28.4.501
