Data linking over RDF knowledge graphs: A survey. (27th April 2020)
- Record Type:
- Journal Article
- Title:
- Data linking over RDF knowledge graphs: A survey. (27th April 2020)
- Main Title:
- Data linking over RDF knowledge graphs: A survey
- Authors:
- Assi, Ali
Mcheick, Hamid
Dhifli, Wajdi - Abstract:
- Summary: Instance matching (IM) is the process of matching instances across Knowledge Bases (KBs) that refer to the same real‐world object (eg, the same person in two different KBs). Several approaches in the literature were developed to perform this process using different algorithmic techniques and search strategies. In this article, we aim to provide the rationale for IM and to survey the existing algorithms for performing this task. We begin by identifying the importance of such a process and define it formally. We also provide a new classification of these approaches depending on the "source of evidence, " which can be considered as the context information integrated explicitly or implicitly in the IM process. We survey and discuss the state‐of‐the‐art IM methods regarding the context information. We, furthermore, describe and compare different state‐of‐the‐art IM approaches in relation to several criteria. Such a comprehensive comparative study constitutes an asset and a guide for future research in IM.
- Is Part Of:
- Concurrency and computation. Volume 32:Number 19(2020)
- Journal:
- Concurrency and computation
- Issue:
- Volume 32:Number 19(2020)
- Issue Display:
- Volume 32, Issue 19 (2020)
- Year:
- 2020
- Volume:
- 32
- Issue:
- 19
- Issue Sort Value:
- 2020-0032-0019-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2020-04-27
- Subjects:
- data linking -- instance matching -- knowledge graph -- record linkage -- semantic web -- web of data
Parallel processing (Electronic computers) -- Periodicals
Parallel computers -- Periodicals
004.35 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/cpe.5746 ↗
- Languages:
- English
- ISSNs:
- 1532-0626
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3405.622000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 14001.xml