Minoan ER: Progressive Entity Resolution in the Web of Data

Abstract : Entity resolution aims to identify descriptions of the same entity within or across knowledge bases. In this work, we present the Minoan ER platform for resolving entities described by linked data in the Web (e.g., in RDF). To reduce the required number of comparisons, Minoan ER performs blocking to place similar descriptions into blocks and executes comparisons to identify matches only between descriptions within the same block. Moreover, it explores in a pay-as-you-go fashion any intermediate results of matching to obtain similarity evidence of entity neighbors and discover new candidate description pairs for resolution.
Document type :
Poster communications
Complete list of metadatas

Cited literature [8 references]  Display  Hide  Download

https://hal.inria.fr/hal-01411910
Contributor : Vassilis Christophides <>
Submitted on : Wednesday, December 7, 2016 - 5:06:04 PM
Last modification on : Tuesday, May 14, 2019 - 10:19:50 AM
Long-term archiving on : Tuesday, March 21, 2017 - 8:39:21 AM

File

paper-301.pdf
Files produced by the author(s)

Identifiers

Citation

Vasilis Efthymiou, Kostas Stefanidis, Vassilis Christophides. Minoan ER: Progressive Entity Resolution in the Web of Data. 19th International Conference on Extending Database Technology, EDBT 2016, Mar 2016, Bordeaux, France. 2016, ⟨10.5441/002/edbt.2016.79⟩. ⟨hal-01411910⟩

Share

Metrics

Record views

185

Files downloads

108