publication . Preprint . Article . 2016

A Survey of RDF Data Management Systems

M. Tamer Özsu;
Open Access English
  • Published: 22 Apr 2016
Abstract
RDF is increasingly being used to encode data for the semantic web and data exchange. There have been a large number of works that address RDF data management following different approaches. In this paper we provide an overview of these works. This review considers centralized solutions (what are referred to as warehousing approaches), distributed solutions, and the techniques that have been developed for querying linked data. In each category, further classifications are provided that would assist readers in understanding the identifying characteristics of different approaches.
Persistent Identifiers
Subjects
free text keywords: Computer Science - Databases, Theoretical Computer Science, General Computer Science, SPARQL, computer.file_format, computer, RDF, Cwm, RDF Schema, Information retrieval, RDF/XML, RDF query language, computer.programming_language, Computer science, Simple Knowledge Organization System, Linked data
Funded by
NSERC
Project
  • Funder: Natural Sciences and Engineering Research Council of Canada (NSERC)
57 references, page 1 of 4

1. Suchanek F M, Kasneci G, Weikum G. Yago: a core of semantic knowledge. In: Proc. 16th Int. World Wide Web Conf. 2007, 697-706 [OpenAIRE]

2. Bizer C, Lehmann J, Kobilarov G, Auer S, Becker C, Cyganiak R, Hellmann S. Dbpedia - a crystallization point for the web of data. J. Web Sem., 2009, 7(3): 154-165

3. Schmachtenberg M, Bizer C, Paulheim H. Adoption of best data practices in di erent topical domains. In: Proc. 13th Int. Semantic Web Conf. 2014, 245-260 [OpenAIRE]

4. Zhang Y, Duc P M, Corcho O, Calbimonte J P. SRBench: A streaming RDF/SPARQL benchmark. In: Proc. 11th Int. Semantic Web Conf. 2012, 641-657

5. Zaveri A, Rula A, Maurino A, Pietrobon R, Lehmann J, Auer S. Quality assessment for linked data: A survey. Web Semantics J., 2012, 1-5

6. Tang N. Big RDF data cleaning. In: Proc. Workshops of 31st Int. Conf. on Data Engineering. 2015, 77-79

7. Klyne G, Carroll J J, McBride B. RDF 1.1 concepts and abstract syntax. Available at http://www.w3.org/TR/rdf11-concepts/; last accessed 17 November 2015

8. Harris S, Seaborne A. SPARQL 1.1 query language. Available at http://www.w3.org/TR/sparql11-query/; last accessed 17 November 2015

9. Zou L, Özsu M T, Chen L, Shen X, Huang R, Zhao D. gStore: A graph-based SPARQL query engine. VLDB J., 2014, 23(4): 565-590

10. Hartig O, Özsu M T. Reachable subwebs for traversal-based query execution. 2014, 541-546 (Companion Volume)

11. Hartig O. SPARQL for a web of linked data: Semantics and computability. In: Proc. 9th Extended Semantic Web Conf. 2012, 8-23

12. W3C . SPARQL query language for RDF - Formal definitions. Accessible at http://www.w3.org/2001/sw/DataAccess/rq23/sparqldefns.html#defn_GroupGraphPattern, 2006. last accessed 21 December 2015

13. Wilkinson K. Jena property table implementation. Technical Report HPL-2006-140, HP Laboratories Palo Alto, October 2006

14. Angles R, Gutierrez C. The expressive power of SPARQL. In: Proc. 7th Int. Semantic Web Conf. 2008, 114-129

15. Sequeda J F, Arenas M, Miranker D P. OBDA: query rewriting or materialization? in practice, both! In: Proc. 13th Int. Semantic Web Conf. 2014, 535-551

57 references, page 1 of 4
Abstract
RDF is increasingly being used to encode data for the semantic web and data exchange. There have been a large number of works that address RDF data management following different approaches. In this paper we provide an overview of these works. This review considers centralized solutions (what are referred to as warehousing approaches), distributed solutions, and the techniques that have been developed for querying linked data. In each category, further classifications are provided that would assist readers in understanding the identifying characteristics of different approaches.
Persistent Identifiers
Subjects
free text keywords: Computer Science - Databases, Theoretical Computer Science, General Computer Science, SPARQL, computer.file_format, computer, RDF, Cwm, RDF Schema, Information retrieval, RDF/XML, RDF query language, computer.programming_language, Computer science, Simple Knowledge Organization System, Linked data
Funded by
NSERC
Project
  • Funder: Natural Sciences and Engineering Research Council of Canada (NSERC)
57 references, page 1 of 4

1. Suchanek F M, Kasneci G, Weikum G. Yago: a core of semantic knowledge. In: Proc. 16th Int. World Wide Web Conf. 2007, 697-706 [OpenAIRE]

2. Bizer C, Lehmann J, Kobilarov G, Auer S, Becker C, Cyganiak R, Hellmann S. Dbpedia - a crystallization point for the web of data. J. Web Sem., 2009, 7(3): 154-165

3. Schmachtenberg M, Bizer C, Paulheim H. Adoption of best data practices in di erent topical domains. In: Proc. 13th Int. Semantic Web Conf. 2014, 245-260 [OpenAIRE]

4. Zhang Y, Duc P M, Corcho O, Calbimonte J P. SRBench: A streaming RDF/SPARQL benchmark. In: Proc. 11th Int. Semantic Web Conf. 2012, 641-657

5. Zaveri A, Rula A, Maurino A, Pietrobon R, Lehmann J, Auer S. Quality assessment for linked data: A survey. Web Semantics J., 2012, 1-5

6. Tang N. Big RDF data cleaning. In: Proc. Workshops of 31st Int. Conf. on Data Engineering. 2015, 77-79

7. Klyne G, Carroll J J, McBride B. RDF 1.1 concepts and abstract syntax. Available at http://www.w3.org/TR/rdf11-concepts/; last accessed 17 November 2015

8. Harris S, Seaborne A. SPARQL 1.1 query language. Available at http://www.w3.org/TR/sparql11-query/; last accessed 17 November 2015

9. Zou L, Özsu M T, Chen L, Shen X, Huang R, Zhao D. gStore: A graph-based SPARQL query engine. VLDB J., 2014, 23(4): 565-590

10. Hartig O, Özsu M T. Reachable subwebs for traversal-based query execution. 2014, 541-546 (Companion Volume)

11. Hartig O. SPARQL for a web of linked data: Semantics and computability. In: Proc. 9th Extended Semantic Web Conf. 2012, 8-23

12. W3C . SPARQL query language for RDF - Formal definitions. Accessible at http://www.w3.org/2001/sw/DataAccess/rq23/sparqldefns.html#defn_GroupGraphPattern, 2006. last accessed 21 December 2015

13. Wilkinson K. Jena property table implementation. Technical Report HPL-2006-140, HP Laboratories Palo Alto, October 2006

14. Angles R, Gutierrez C. The expressive power of SPARQL. In: Proc. 7th Int. Semantic Web Conf. 2008, 114-129

15. Sequeda J F, Arenas M, Miranker D P. OBDA: query rewriting or materialization? in practice, both! In: Proc. 13th Int. Semantic Web Conf. 2014, 535-551

57 references, page 1 of 4
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