Mapping RDF Databases to Property Graph Databases

被引:35
作者
Angles, Renzo [1 ]
Thakkar, Harsh [2 ,4 ]
Tomaszuk, Dominik [3 ]
机构
[1] Univ Talca, Fac Engn, Dept Comp Sci, Curico 3340000, Chile
[2] OSTHUS GmbH, D-52068 Aachen, Germany
[3] Univ Bialystok, Inst Informat, PL-15245 Bialystok, Poland
[4] Univ Bonn, Informat Dept 3, D-53115 Bonn, Germany
关键词
Database interoperability; direct mapping; RDF; property graph;
D O I
10.1109/ACCESS.2020.2993117
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
RDF triplestores and property graph databases are two approaches for data management which are based on modeling, storing and querying graph-like data. In spite of such common principle, they present special features that complicate the task of database interoperability. While there exist some methods to transform RDF graphs into property graphs, and vice versa, they lack compatibility and a solid formal foundation. This paper presents three direct mappings (schema-dependent and schema-independent) for transforming an RDF database into a property graph database, including data and schema. We show that two of the proposed mappings satisfy the properties of semantics preservation and information preservation. The existence of both mappings allows us to conclude that the property graph data model subsumes the information capacity of the RDF data model.
引用
收藏
页码:86091 / 86110
页数:20
相关论文
共 43 条
[1]   Property Graph vs RDF Triple Store: A Comparison on Glycan Substructure Search [J].
Alocci, Davide ;
Mariethoz, Julien ;
Horlacher, Oliver ;
Bolleman, Jerven T. ;
Campbell, Matthew P. ;
Lisacek, Frederique .
PLOS ONE, 2015, 10 (12)
[2]  
Angles R., 2019, CEUR Workshop Proceedings, V2369, P1
[3]   The Linked Data Benchmark Council: a Graph and RDF industry benchmarking effort [J].
Angles, Renzo ;
Boncz, Peter ;
Larriba-Pey, Josep ;
Fundulaki, Irini ;
Neumann, Thomas ;
Erling, Orri ;
Neubauer, Peter ;
Martinez-Bazan, Norbert ;
Kotsev, Venelin ;
Toma, Ioan .
SIGMOD RECORD, 2014, 43 (01) :27-31
[4]  
Angles Renzo, 2018, Graph Data Management: Fundamental Issues and Recent Developments, P1, DOI [DOI 10.1007/978-3-319-96193-41, 10.1007/978-3-319-96193-4_1, DOI 10.1007/978-3-319-96193-4_1]
[5]  
[Anonymous], 2018, P 1 ACM SIGMOD JOINT
[6]  
[Anonymous], P A MEND INT WORKSH
[7]  
[Anonymous], P RES C MET SEM RES
[8]  
[Anonymous], BIOMEDICAL DATA MANA
[9]  
[Anonymous], RDF 1 1 TURTLE TERSE
[10]  
[Anonymous], 1SC32 ISOIEC JTC