Difference between revisions of "Using Wikipedia as a Reference for Extracting Semantic Information from a Text"
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== Overview == | == Overview == | ||
In this paper authors present an algorithm that, using [[Wikipedia]] as a reference, extracts [[semantic information]] from an arbitrary text. Authors algorithm refines a procedure proposed by others, which mines all the text contained in the whole Wikipedia. Authors refinement, based on a clustering approach, exploits the semantic information contained in certain types of Wikipedia hyperlinks, and also introduces an analysis based on multi-words. Authors algorithm outperforms current methods in that the output contains many less false positives. Authors were also able to understand which (structural) part of the texts provides most of the semantic information extracted by the algorithm. | In this paper authors present an algorithm that, using [[Wikipedia]] as a reference, extracts [[semantic information]] from an arbitrary text. Authors algorithm refines a procedure proposed by others, which mines all the text contained in the whole Wikipedia. Authors refinement, based on a clustering approach, exploits the semantic information contained in certain types of Wikipedia hyperlinks, and also introduces an analysis based on multi-words. Authors algorithm outperforms current methods in that the output contains many less false positives. Authors were also able to understand which (structural) part of the texts provides most of the semantic information extracted by the algorithm. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Prato, Andrea; Ronchetti, Marco. (2009). "[[Using Wikipedia as a Reference for Extracting Semantic Information from a Text]]".DOI: 10.1109/SEMAPRO.2009.24. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Prato |first1=Andrea |last2=Ronchetti |first2=Marco |title=Using Wikipedia as a Reference for Extracting Semantic Information from a Text |date=2009 |doi=10.1109/SEMAPRO.2009.24 |url=https://wikipediaquality.com/wiki/Using_Wikipedia_as_a_Reference_for_Extracting_Semantic_Information_from_a_Text}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Prato, Andrea; Ronchetti, Marco. (2009). &quot;<a href="https://wikipediaquality.com/wiki/Using_Wikipedia_as_a_Reference_for_Extracting_Semantic_Information_from_a_Text">Using Wikipedia as a Reference for Extracting Semantic Information from a Text</a>&quot;.DOI: 10.1109/SEMAPRO.2009.24. | ||
| + | </nowiki> | ||
| + | </code> | ||
Revision as of 12:33, 19 October 2019
Authors | Andrea Prato Marco Ronchetti |
|---|---|
Publication date | 2009 |
DOI | 10.1109/SEMAPRO.2009.24 |
Links | Original |
Using Wikipedia as a Reference for Extracting Semantic Information from a Text - scientific work related to Wikipedia quality published in 2009, written by Andrea Prato and Marco Ronchetti.
Overview
In this paper authors present an algorithm that, using Wikipedia as a reference, extracts semantic information from an arbitrary text. Authors algorithm refines a procedure proposed by others, which mines all the text contained in the whole Wikipedia. Authors refinement, based on a clustering approach, exploits the semantic information contained in certain types of Wikipedia hyperlinks, and also introduces an analysis based on multi-words. Authors algorithm outperforms current methods in that the output contains many less false positives. Authors were also able to understand which (structural) part of the texts provides most of the semantic information extracted by the algorithm.
Embed
Wikipedia Quality
Prato, Andrea; Ronchetti, Marco. (2009). "[[Using Wikipedia as a Reference for Extracting Semantic Information from a Text]]".DOI: 10.1109/SEMAPRO.2009.24.
English Wikipedia
{{cite journal |last1=Prato |first1=Andrea |last2=Ronchetti |first2=Marco |title=Using Wikipedia as a Reference for Extracting Semantic Information from a Text |date=2009 |doi=10.1109/SEMAPRO.2009.24 |url=https://wikipediaquality.com/wiki/Using_Wikipedia_as_a_Reference_for_Extracting_Semantic_Information_from_a_Text}}
HTML
Prato, Andrea; Ronchetti, Marco. (2009). "<a href="https://wikipediaquality.com/wiki/Using_Wikipedia_as_a_Reference_for_Extracting_Semantic_Information_from_a_Text">Using Wikipedia as a Reference for Extracting Semantic Information from a Text</a>".DOI: 10.1109/SEMAPRO.2009.24.
