@article{ART002640780},
author={CHANG, HYOKYUNG},
title={Context Recognition Method for Personalization Service in Bigdata Environment},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2020},
volume={15},
number={5},
pages={631-638},
doi={10.34163/jkits.2020.15.5.006}
TY - JOUR
AU - CHANG, HYOKYUNG
TI - Context Recognition Method for Personalization Service in Bigdata Environment
JO - Journal of Knowledge Information Technology and Systems
PY - 2020
VL - 15
IS - 5
PB - Korea Knowledge Information Technology Society
SP - 631
EP - 638
SN - 1975-7700
AB - The change in the cloud-based computing environment and the development of computing technology are moving toward supporting to maximize the use of data that is so called Bigdata. This direction will be an environment leading to a truly ubiquitous computing environment that Mark D. Weiser emphasized. As the 4th Industrial Revolution spreads, structured or unstructured data is being produced in vast amounts every moment. These Bigdata are collected, pre-processed, and stored somewhere in a distributed processing system to be used to create the value of Bigdata. Along with such changes in the computing environment, mobile cloud services support providing a variety of desired services through mobile devices and other cloud services. However, most of these services are provided using only location information, and the user directly searches for and uses the service. In order to improve this problem, context recognition technology is being used. Recently, there is a lot of interest in healthy beauty. Accordingly, or as a trend, many people are showing a lot of interest in various data generated as they wear wearable devices, walk, run, and go up and down stairs. To support more efficient personalization services, this paper proposed a context recognition method for personalization services in Bigdata that uses user information and profiles after collecting and pre-processing data generated.
KW - Apache kafka;Apache spark;Context;Personalization;Inference rules
DO - 10.34163/jkits.2020.15.5.006
ER -
CHANG, HYOKYUNG. (2020). Context Recognition Method for Personalization Service in Bigdata Environment. Journal of Knowledge Information Technology and Systems, 15(5), 631-638.
CHANG, HYOKYUNG. 2020, "Context Recognition Method for Personalization Service in Bigdata Environment", Journal of Knowledge Information Technology and Systems, vol.15, no.5 pp.631-638. Available from: doi:10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG "Context Recognition Method for Personalization Service in Bigdata Environment" Journal of Knowledge Information Technology and Systems 15.5 pp.631-638 (2020) : 631.
CHANG, HYOKYUNG. Context Recognition Method for Personalization Service in Bigdata Environment. 2020; 15(5), 631-638. Available from: doi:10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG. "Context Recognition Method for Personalization Service in Bigdata Environment" Journal of Knowledge Information Technology and Systems 15, no.5 (2020) : 631-638.doi: 10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG. Context Recognition Method for Personalization Service in Bigdata Environment. Journal of Knowledge Information Technology and Systems, 15(5), 631-638. doi: 10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG. Context Recognition Method for Personalization Service in Bigdata Environment. Journal of Knowledge Information Technology and Systems. 2020; 15(5) 631-638. doi: 10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG. Context Recognition Method for Personalization Service in Bigdata Environment. 2020; 15(5), 631-638. Available from: doi:10.34163/jkits.2020.15.5.006
CHANG, HYOKYUNG. "Context Recognition Method for Personalization Service in Bigdata Environment" Journal of Knowledge Information Technology and Systems 15, no.5 (2020) : 631-638.doi: 10.34163/jkits.2020.15.5.006
