@article{ART002442765},
author={Gun-Woo Ko and Seon-Wu Kim and Sung-Jin Park and Roh， Yoonju and Sung-Pil Choi},
title={Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft},
journal={Journal of the Korean Society for Library and Information Science},
issn={1225-598X},
year={2019},
volume={53},
number={1},
pages={57-81},
doi={10.4275/KSLIS.2019.53.1.057}
TY - JOUR
AU - Gun-Woo Ko
AU - Seon-Wu Kim
AU - Sung-Jin Park
AU - Roh， Yoonju
AU - Sung-Pil Choi
TI - Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft
JO - Journal of the Korean Society for Library and Information Science
PY - 2019
VL - 53
IS - 1
PB - 한국문헌정보학회
SP - 57
EP - 81
SN - 1225-598X
AB - An ontology is a complex structure dictionary that defines the relationship between terms and terms related to specific knowledge in a particular field. There have been attempts to construct various ontologies in Korea and abroad, but there has not been a case in which a large scale crime investigation record is constructed as an ontology and a service is implemented through the ontology. Therefore, this paper describes the process of constructing an ontology based on information extracted from instrusion theft field of unstructured data, a crime investigation document, and implementing an ontology-based search service and a crime spot recommendation service. In order to understand the performance of the search service, we have tested Top-K accuracy measurement, which is one of the accuracy measurement methods for event search, and obtained a maximum accuracy of 93.52% for the experimental data set. In addition, we have obtained a suitable clue field combination for the entire experimental data set, and we can calibrate the field location information in the database with the performance of F1-measure 76.19% Respectively.
KW - Criminal Record;Unstructured Data;Ontology;Ontology Service;Triple
DO - 10.4275/KSLIS.2019.53.1.057
ER -
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju and Sung-Pil Choi. (2019). Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft. Journal of the Korean Society for Library and Information Science, 53(1), 57-81.
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju and Sung-Pil Choi. 2019, "Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft", Journal of the Korean Society for Library and Information Science, vol.53, no.1 pp.57-81. Available from: doi:10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju, Sung-Pil Choi "Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft" Journal of the Korean Society for Library and Information Science 53.1 pp.57-81 (2019) : 57.
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju, Sung-Pil Choi. Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft. 2019; 53(1), 57-81. Available from: doi:10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju and Sung-Pil Choi. "Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft" Journal of the Korean Society for Library and Information Science 53, no.1 (2019) : 57-81.doi: 10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko; Seon-Wu Kim; Sung-Jin Park; Roh， Yoonju; Sung-Pil Choi. Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft. Journal of the Korean Society for Library and Information Science, 53(1), 57-81. doi: 10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko; Seon-Wu Kim; Sung-Jin Park; Roh， Yoonju; Sung-Pil Choi. Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft. Journal of the Korean Society for Library and Information Science. 2019; 53(1) 57-81. doi: 10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju, Sung-Pil Choi. Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft. 2019; 53(1), 57-81. Available from: doi:10.4275/KSLIS.2019.53.1.057
Gun-Woo Ko, Seon-Wu Kim, Sung-Jin Park, Roh， Yoonju and Sung-Pil Choi. "Implementation of Ontology-based Service by Exploiting Massive Crime Investigation Records: Focusing on Intrusion Theft" Journal of the Korean Society for Library and Information Science 53, no.1 (2019) : 57-81.doi: 10.4275/KSLIS.2019.53.1.057
