Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion

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Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion
Authors
Volha Bryl
Christian Bizer
Publication date
2014
ISBN
978-145032745-9
DOI
10.1145/2567948.2578999
Links

Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion - scientific work about Wikipedia quality published in 2014, written by Volha Bryl and Christian Bizer.

Overview

In order to efficiently use the ever growing amounts of structured data on the web, methods and tools for quality-aware data integration should be devised. In this paper authors propose an approach to automatically learn the conflict resolution strategies, which is a crucial step in large-scale data integration. The approach is implemented as an extension of the Sieve data quality assessment and fusion framework. Authors apply and evaluate their approach on the use case of fusing data from 10 language editions of DBpedia, a large-scale structured knowledge base extracted from Wikipedia. Authors also propose a method for extracting rich provenance metadata for each DBpedia fact, which is later used in data fusion.

Embed

Wikipedia Quality

Bryl, Volha; Bizer, Christian. (2014). "[[Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion]]". BMJ (Online) Volume 348, 8 April 2014, Article number g2478. ISBN: 978-145032745-9. DOI: 10.1145/2567948.2578999.

English Wikipedia

{{cite journal |last1=Bryl |first1=Volha |last2=Bizer |first2=Christian |title=Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion |date=2014 |isbn=978-145032745-9 |doi=10.1145/2567948.2578999 |url=https://wikipediaquality.com/wiki/Learning_Conflict_Resolution_Strategies_for_Cross-Language_Wikipedia_Data_Fusion |journal=BMJ (Online) Volume 348, 8 April 2014, Article number g2478}}

HTML

Bryl, Volha; Bizer, Christian. (2014). &quot;<a href="https://wikipediaquality.com/wiki/Learning_Conflict_Resolution_Strategies_for_Cross-Language_Wikipedia_Data_Fusion">Learning Conflict Resolution Strategies for Cross-Language Wikipedia Data Fusion</a>&quot;. BMJ (Online) Volume 348, 8 April 2014, Article number g2478. ISBN: 978-145032745-9. DOI: 10.1145/2567948.2578999.