Difference between revisions of "Georeferencing Wikipedia Pages Using Language Models from Flickr"

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== Overview ==
 
== Overview ==
 
The task of assigning geographic coordinates to web resources has recently gained in popularity. In particular, several recent initiatives have focused on the use of language models for georeferencing Flickr photos, with promising results. Such techniques, however, require the availability of large numbers of spatially grounded training data. They are therefore not directly applicable for georeferencing other types of resources, such as [[Wikipedia]] pages. As an alternative, in this paper authors explore the idea of using language models that are trained on Flickr photos for finding the coordinates of Wikipedia pages. Authors experimental results show that the resulting method is able to outperform popular methods that are based on gazetteer look-up.
 
The task of assigning geographic coordinates to web resources has recently gained in popularity. In particular, several recent initiatives have focused on the use of language models for georeferencing Flickr photos, with promising results. Such techniques, however, require the availability of large numbers of spatially grounded training data. They are therefore not directly applicable for georeferencing other types of resources, such as [[Wikipedia]] pages. As an alternative, in this paper authors explore the idea of using language models that are trained on Flickr photos for finding the coordinates of Wikipedia pages. Authors experimental results show that the resulting method is able to outperform popular methods that are based on gazetteer look-up.
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== Embed ==
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=== Wikipedia Quality ===
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Rouck, Chris De; Laere, Olivier Van; Schockaert, Steven; Dhoedt, Bart. (2011). "[[Georeferencing Wikipedia Pages Using Language Models from Flickr]]".
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=== English Wikipedia ===
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{{cite journal |last1=Rouck |first1=Chris De |last2=Laere |first2=Olivier Van |last3=Schockaert |first3=Steven |last4=Dhoedt |first4=Bart |title=Georeferencing Wikipedia Pages Using Language Models from Flickr |date=2011 |url=https://wikipediaquality.com/wiki/Georeferencing_Wikipedia_Pages_Using_Language_Models_from_Flickr}}
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=== HTML ===
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Rouck, Chris De; Laere, Olivier Van; Schockaert, Steven; Dhoedt, Bart. (2011). &amp;quot;<a href="https://wikipediaquality.com/wiki/Georeferencing_Wikipedia_Pages_Using_Language_Models_from_Flickr">Georeferencing Wikipedia Pages Using Language Models from Flickr</a>&amp;quot;.
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Revision as of 09:29, 14 November 2019


Georeferencing Wikipedia Pages Using Language Models from Flickr
Authors
Chris De Rouck
Olivier Van Laere
Steven Schockaert
Bart Dhoedt
Publication date
2011
Links
Original Preprint

Georeferencing Wikipedia Pages Using Language Models from Flickr - scientific work related to Wikipedia quality published in 2011, written by Chris De Rouck, Olivier Van Laere, Steven Schockaert and Bart Dhoedt.

Overview

The task of assigning geographic coordinates to web resources has recently gained in popularity. In particular, several recent initiatives have focused on the use of language models for georeferencing Flickr photos, with promising results. Such techniques, however, require the availability of large numbers of spatially grounded training data. They are therefore not directly applicable for georeferencing other types of resources, such as Wikipedia pages. As an alternative, in this paper authors explore the idea of using language models that are trained on Flickr photos for finding the coordinates of Wikipedia pages. Authors experimental results show that the resulting method is able to outperform popular methods that are based on gazetteer look-up.

Embed

Wikipedia Quality

Rouck, Chris De; Laere, Olivier Van; Schockaert, Steven; Dhoedt, Bart. (2011). "[[Georeferencing Wikipedia Pages Using Language Models from Flickr]]".

English Wikipedia

{{cite journal |last1=Rouck |first1=Chris De |last2=Laere |first2=Olivier Van |last3=Schockaert |first3=Steven |last4=Dhoedt |first4=Bart |title=Georeferencing Wikipedia Pages Using Language Models from Flickr |date=2011 |url=https://wikipediaquality.com/wiki/Georeferencing_Wikipedia_Pages_Using_Language_Models_from_Flickr}}

HTML

Rouck, Chris De; Laere, Olivier Van; Schockaert, Steven; Dhoedt, Bart. (2011). &quot;<a href="https://wikipediaquality.com/wiki/Georeferencing_Wikipedia_Pages_Using_Language_Models_from_Flickr">Georeferencing Wikipedia Pages Using Language Models from Flickr</a>&quot;.