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- 125 creator christoph-lange.
- 125 creator jeremy-debattista.
- 125 creator santiago-londono.
- 125 creator soeren-auer.
- 125 type InProceedings.
- 125 label "Quality Assessment of Linked Datasets using Probabilistic Approximations".
- 125 sameAs 125.
- 125 abstract "With the increasing application of Linked Open Data, assessing the quality of datasets by computing quality metrics becomes an issue of crucial importance. For large and evolving datasets, an exact, deterministic computation of the quality metrics is too time consuming or expensive. We employ probabilistic techniques such as Reservoir Sampling, Bloom Filters and Clustering Coefficient estimation for implementing a broad set of different data quality metrics in an approximate but sufficiently accurate way. Our implementation is integrated in the comprehensive data quality assessment framework Luzzu and evaluated in terms of performance and accuracy on Linked Open Datasets of broad relevance.".
- 125 hasAuthorList authorList.
- 125 isPartOf proceedings.
- 125 keyword "Linked Data".
- 125 keyword "Probabilistic Approximations".
- 125 keyword "Quality Assessment".
- 125 title "Quality Assessment of Linked Datasets using Probabilistic Approximations".