@article{ART002899681},
author={ji Woong Choi},
title={Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={11},
pages={67-80},
doi={10.9708/jksci.2022.27.11.067}

TY - JOUR
AU - ji Woong Choi
TI - Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 11
PB - The Korean Society Of Computer And Information
SP - 67
EP - 80
SN - 1598-849X
AB - In this paper, we propose a system which automatically generates the ShEx schemas to describe and validate RDF knowledge graphs constructed by RML mapping. ShEx schemas consist of constraints. The proposed system generates most of the constraints by converting the RML mapping rules. The schemas consisting only of constraints obtained from mapping rules can help users to figure out the structure of the graphs generated by RML mapping, but they are not sufficient for sophisticated validation purposes. For users who need a schema for validation, the proposed system is also able to provide the schema with added constraints generated from metadata extracted from the input data sources for RML mapping. The proposed system has the ability to handle CSV, XML, JSON or RDBMS as input data sources. Testing results from 297 cases show that the proposed system can be applied for RDF graph validation in various practical cases.
KW - RML;ShEx;RDF;Knowledge Graph;Validation
DO - 10.9708/jksci.2022.27.11.067
ER -

ji Woong Choi. (2022). Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation. Journal of The Korea Society of Computer and Information, 27(11), 67-80.

ji Woong Choi. 2022, "Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation", Journal of The Korea Society of Computer and Information, vol.27, no.11 pp.67-80. Available from: doi:10.9708/jksci.2022.27.11.067

ji Woong Choi "Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation" Journal of The Korea Society of Computer and Information 27.11 pp.67-80 (2022) : 67.

ji Woong Choi. Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation. 2022; 27(11), 67-80. Available from: doi:10.9708/jksci.2022.27.11.067

ji Woong Choi. "Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation" Journal of The Korea Society of Computer and Information 27, no.11 (2022) : 67-80.doi: 10.9708/jksci.2022.27.11.067

ji Woong Choi. Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation. Journal of The Korea Society of Computer and Information, 27(11), 67-80. doi: 10.9708/jksci.2022.27.11.067

ji Woong Choi. Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation. Journal of The Korea Society of Computer and Information. 2022; 27(11) 67-80. doi: 10.9708/jksci.2022.27.11.067

ji Woong Choi. Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation. 2022; 27(11), 67-80. Available from: doi:10.9708/jksci.2022.27.11.067

ji Woong Choi. "Automatic Creation of ShEx Schemas for RML-Based RDF Knowledge Graph Validation" Journal of The Korea Society of Computer and Information 27, no.11 (2022) : 67-80.doi: 10.9708/jksci.2022.27.11.067