Difference between revisions of "Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets"

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== Overview ==
 
== Overview ==
 
DBpedia is a Semantic Web resource that aims at representing [[Wikipedia]] in RDF triples. Due to the large and growing number of resources linked to it, [[DBpedia]] has become central for the Semantic Web community. The English version currently covers around 1.7M Wikipedia pages. However, the [[English Wikipedia]] contains almost 4M pages. This means that there is a substantial problem of coverage (even bigger in other languages). The coverage slowly increases thanks to the manual effort made by various local communities. This effort is aimed at manually mapping Wikipedia templates into DBpedia [[ontology]] classes and then run the [[open-source]] software provided by the DBpedia community to extract the triples. In this paper, authors present an approach to automatically map templates and authors release the resulting resource in 25 languages. Authors describe the used algorithm, starting from the existing mappings on other languages and extending them using the [[cross-lingual]] information available in Wikipedia. Authors evaluate system on the mappings of a set of languages already included in DBpedia (but not used during the training phase), demonstrating that approach can replicate the human mappings with high precision and recall, and producing an additional set of mappings not included in the original DBpedia.
 
DBpedia is a Semantic Web resource that aims at representing [[Wikipedia]] in RDF triples. Due to the large and growing number of resources linked to it, [[DBpedia]] has become central for the Semantic Web community. The English version currently covers around 1.7M Wikipedia pages. However, the [[English Wikipedia]] contains almost 4M pages. This means that there is a substantial problem of coverage (even bigger in other languages). The coverage slowly increases thanks to the manual effort made by various local communities. This effort is aimed at manually mapping Wikipedia templates into DBpedia [[ontology]] classes and then run the [[open-source]] software provided by the DBpedia community to extract the triples. In this paper, authors present an approach to automatically map templates and authors release the resulting resource in 25 languages. Authors describe the used algorithm, starting from the existing mappings on other languages and extending them using the [[cross-lingual]] information available in Wikipedia. Authors evaluate system on the mappings of a set of languages already included in DBpedia (but not used during the training phase), demonstrating that approach can replicate the human mappings with high precision and recall, and producing an additional set of mappings not included in the original DBpedia.
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== Embed ==
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=== Wikipedia Quality ===
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Aprosio, Alessio Palmero; Giuliano, Claudio; Lavelli, Alberto. (2013). "[[Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets]]".DOI: 10.1145/2494188.2494196.
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=== English Wikipedia ===
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{{cite journal |last1=Aprosio |first1=Alessio Palmero |last2=Giuliano |first2=Claudio |last3=Lavelli |first3=Alberto |title=Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets |date=2013 |doi=10.1145/2494188.2494196 |url=https://wikipediaquality.com/wiki/Automatic_Mapping_of_Wikipedia_Templates_for_Fast_Deployment_of_Localised_Dbpedia_Datasets}}
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=== HTML ===
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Aprosio, Alessio Palmero; Giuliano, Claudio; Lavelli, Alberto. (2013). &amp;quot;<a href="https://wikipediaquality.com/wiki/Automatic_Mapping_of_Wikipedia_Templates_for_Fast_Deployment_of_Localised_Dbpedia_Datasets">Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets</a>&amp;quot;.DOI: 10.1145/2494188.2494196.
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[[Category:Scientific works]]
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[[Category:English Wikipedia]]

Latest revision as of 11:09, 14 March 2021


Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets
Authors
Alessio Palmero Aprosio
Claudio Giuliano
Alberto Lavelli
Publication date
2013
DOI
10.1145/2494188.2494196
Links
Original

Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets - scientific work related to Wikipedia quality published in 2013, written by Alessio Palmero Aprosio, Claudio Giuliano and Alberto Lavelli.

Overview

DBpedia is a Semantic Web resource that aims at representing Wikipedia in RDF triples. Due to the large and growing number of resources linked to it, DBpedia has become central for the Semantic Web community. The English version currently covers around 1.7M Wikipedia pages. However, the English Wikipedia contains almost 4M pages. This means that there is a substantial problem of coverage (even bigger in other languages). The coverage slowly increases thanks to the manual effort made by various local communities. This effort is aimed at manually mapping Wikipedia templates into DBpedia ontology classes and then run the open-source software provided by the DBpedia community to extract the triples. In this paper, authors present an approach to automatically map templates and authors release the resulting resource in 25 languages. Authors describe the used algorithm, starting from the existing mappings on other languages and extending them using the cross-lingual information available in Wikipedia. Authors evaluate system on the mappings of a set of languages already included in DBpedia (but not used during the training phase), demonstrating that approach can replicate the human mappings with high precision and recall, and producing an additional set of mappings not included in the original DBpedia.

Embed

Wikipedia Quality

Aprosio, Alessio Palmero; Giuliano, Claudio; Lavelli, Alberto. (2013). "[[Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets]]".DOI: 10.1145/2494188.2494196.

English Wikipedia

{{cite journal |last1=Aprosio |first1=Alessio Palmero |last2=Giuliano |first2=Claudio |last3=Lavelli |first3=Alberto |title=Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets |date=2013 |doi=10.1145/2494188.2494196 |url=https://wikipediaquality.com/wiki/Automatic_Mapping_of_Wikipedia_Templates_for_Fast_Deployment_of_Localised_Dbpedia_Datasets}}

HTML

Aprosio, Alessio Palmero; Giuliano, Claudio; Lavelli, Alberto. (2013). &quot;<a href="https://wikipediaquality.com/wiki/Automatic_Mapping_of_Wikipedia_Templates_for_Fast_Deployment_of_Localised_Dbpedia_Datasets">Automatic Mapping of Wikipedia Templates for Fast Deployment of Localised Dbpedia Datasets</a>&quot;.DOI: 10.1145/2494188.2494196.