@article{ART001689100},
author={Jaekwon Kim and Youngho Lee and Jong Hun Kim and 박동균 and Un Gu Kang},
title={Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2012},
volume={17},
number={8},
pages={81-90},
doi={}
TY - JOUR
AU - Jaekwon Kim
AU - Youngho Lee
AU - Jong Hun Kim
AU - 박동균
AU - Un Gu Kang
TI - Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV
JO - Journal of The Korea Society of Computer and Information
PY - 2012
VL - 17
IS - 8
PB - The Korean Society Of Computer And Information
SP - 81
EP - 90
SN - 1598-849X
AB - For digital TV, the recommendation of u-health personalized service of semantic environment should be done after evaluating individual physical condition, illness and health condition. The existing recommendation method of u-health personalized service of semantic environment had low user satisfaction because its recommendation was dependent on ontology for analyzing significance. We propose the personalized service recommendation method based on Naive Bayesian Classifier for u-health service of semantic environment in digital TV. In accordance with the proposed method, the condition data is inferred by using ontology, and the transaction is saved. By applying naive bayesian classifier that uses preference information, the service is provided after inferring based on user preference information and transaction formed from ontology. The service inferred based on naive bayesian classifier shows higher precision and recall ratio of the contents recommendation rather than the existing method.
KW - Digital TV;U-health Service;Personalized Service Recommend;Naive Bayesian Filtering
DO -
ER -
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균 and Un Gu Kang. (2012). Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV. Journal of The Korea Society of Computer and Information, 17(8), 81-90.
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균 and Un Gu Kang. 2012, "Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV", Journal of The Korea Society of Computer and Information, vol.17, no.8 pp.81-90. Available from: doi:
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균, Un Gu Kang "Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV" Journal of The Korea Society of Computer and Information 17.8 pp.81-90 (2012) : 81.
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균, Un Gu Kang. Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV. 2012; 17(8), 81-90. Available from: doi:
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균 and Un Gu Kang. "Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV" Journal of The Korea Society of Computer and Information 17, no.8 (2012) : 81-90.doi:
Jaekwon Kim; Youngho Lee; Jong Hun Kim; 박동균; Un Gu Kang. Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV. Journal of The Korea Society of Computer and Information, 17(8), 81-90. doi:
Jaekwon Kim; Youngho Lee; Jong Hun Kim; 박동균; Un Gu Kang. Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV. Journal of The Korea Society of Computer and Information. 2012; 17(8) 81-90. doi:
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균, Un Gu Kang. Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV. 2012; 17(8), 81-90. Available from: doi:
Jaekwon Kim, Youngho Lee, Jong Hun Kim, 박동균 and Un Gu Kang. "Semantics Environment for U-health Service driven Naive Bayesian Filtering for Personalized Service Recommendation Method in Digital TV" Journal of The Korea Society of Computer and Information 17, no.8 (2012) : 81-90.doi:
