The Semantics of Relationships: An Interdisciplinary Perspective
The Semantics of Relationships: An Interdisciplinary Perspective
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Reference reconciliation in complex information spaces
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Record linkage: similarity measures and algorithms
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data Engineering
Ontology Matching
Using Google distance to weight approximate ontology matches
Proceedings of the 16th international conference on World Wide Web
Leveraging data and structure in ontology integration
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
The Google Similarity Distance
IEEE Transactions on Knowledge and Data Engineering
Probabilistic Entity Linkage for Heterogeneous Information Spaces
CAiSE '08 Proceedings of the 20th international conference on Advanced Information Systems Engineering
Learning Disjointness for Debugging Mappings between Lightweight Ontologies
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
Integration of Semantically Annotated Data by the KnoFuss Architecture
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
ACM Computing Surveys (CSUR)
Refining Instance Coreferencing Results Using Belief Propagation
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
idMesh: graph-based disambiguation of linked data
Proceedings of the 18th international conference on World wide web
Large scale integration of senses for the semantic web
Proceedings of the 18th international conference on World wide web
A declarative framework for semantic link discovery over relational data
Proceedings of the 18th international conference on World wide web
Combining a Logical and a Numerical Method for Data Reconciliation
Journal on Data Semantics XII
RiMOM: A Dynamic Multistrategy Ontology Alignment Framework
IEEE Transactions on Knowledge and Data Engineering
L2R: a logical method for reference reconciliation
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Ontology matching with semantic verification
Web Semantics: Science, Services and Agents on the World Wide Web
Frameworks for entity matching: A comparison
Data & Knowledge Engineering
Integrating conflicting data: the role of source dependence
Proceedings of the VLDB Endowment
Discovering and Maintaining Links on the Web of Data
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Merging and Ranking Answers in the Semantic Web: The Wisdom of Crowds
ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
Sindice.com: weaving the open linked data
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Mapping validation by probabilistic reasoning
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
An entity name system (ENS) for the semantic web
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
RKBExplorer.com: a knowledge driven infrastructure for linked data providers
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Record linkage with uniqueness constraints and erroneous values
Proceedings of the VLDB Endowment
On-the-fly entity-aware query processing in the presence of linkage
Proceedings of the VLDB Endowment
Large-scale collective entity matching
Proceedings of the VLDB Endowment
Supporting natural language processing with background knowledge: coreference resolution case
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
When owl: sameAs isn't the same: an analysis of identity in linked data
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
A self-training approach for resolving object coreference on the semantic web
Proceedings of the 20th international conference on World wide web
A string metric for ontology alignment
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Matching ontologies in open networked systems: techniques and applications
Journal on Data Semantics V
Leveraging terminological structure for object reconciliation
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
LIMES: a time-efficient approach for large-scale link discovery on the web of data
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Data linking with ontology alignment
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Keys and pseudo-keys detection for web datasets cleansing and interlinking
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
High-level change detection in RDF(S) KBs
ACM Transactions on Database Systems (TODS)
Linked data classification: a feature-based approach
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Guidelines for multilingual linked data
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
LOP: capturing and linking open provenance on LOD cycle
Proceedings of the Fifth Workshop on Semantic Web Information Management
N2R-part: identity link discovery using partially aligned ontologies
Proceedings of the 2nd International Workshop on Open Data
Discovering keys in RDF/OWL dataset with KD2R
Proceedings of the 2nd International Workshop on Open Data
Evaluation of instance matching tools: The experience of OAEI
Web Semantics: Science, Services and Agents on the World Wide Web
An automatic key discovery approach for data linking
Web Semantics: Science, Services and Agents on the World Wide Web
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By specifying that published datasets must link to other existing datasets, the 4th linked data principle ensures a Web of data and not just a set of unconnected data islands. The authors propose in this paper the term data linking to name the problem of finding equivalent resources on the Web of linked data. In order to perform data linking, many techniques were developed, finding their roots in statistics, database, natural language processing and graph theory. The authors begin this paper by providing background information and terminological clarifications related to data linking. Then a comprehensive survey over the various techniques available for data linking is provided. These techniques are classified along the three criteria of granularity, type of evidence, and source of the evidence. Finally, the authors survey eleven recent tools performing data linking and we classify them according to the surveyed techniques.