Difference between revisions of "Mining Multilingual Topics from Wikipedia"

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== Overview ==
 
== Overview ==
 
In this paper, authors try to leverage a large-scale and [[multilingual]] knowledge base, [[Wikipedia]], to help effectively analyze and organize Web information written in [[different language]]s. Based on the observation that one Wikipedia concept may be described by articles in different languages, authors adapt existing topic modeling algorithm for mining multilingual topics from this knowledge base. The extracted 'universal' topics have multiple types of representations, with each type corresponding to one language. Accordingly, new documents of different languages can be represented in a space using a group of universal topics, which makes various multilingual Web applications feasible.
 
In this paper, authors try to leverage a large-scale and [[multilingual]] knowledge base, [[Wikipedia]], to help effectively analyze and organize Web information written in [[different language]]s. Based on the observation that one Wikipedia concept may be described by articles in different languages, authors adapt existing topic modeling algorithm for mining multilingual topics from this knowledge base. The extracted 'universal' topics have multiple types of representations, with each type corresponding to one language. Accordingly, new documents of different languages can be represented in a space using a group of universal topics, which makes various multilingual Web applications feasible.
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== Embed ==
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=== Wikipedia Quality ===
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Ni, Xiaochuan; Sun, Jian-Tao; Hu, Jian; Chen, Zheng. (2009). "[[Mining Multilingual Topics from Wikipedia]]".DOI: 10.1145/1526709.1526904.
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=== English Wikipedia ===
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{{cite journal |last1=Ni |first1=Xiaochuan |last2=Sun |first2=Jian-Tao |last3=Hu |first3=Jian |last4=Chen |first4=Zheng |title=Mining Multilingual Topics from Wikipedia |date=2009 |doi=10.1145/1526709.1526904 |url=https://wikipediaquality.com/wiki/Mining_Multilingual_Topics_from_Wikipedia}}
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=== HTML ===
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Ni, Xiaochuan; Sun, Jian-Tao; Hu, Jian; Chen, Zheng. (2009). &amp;quot;<a href="https://wikipediaquality.com/wiki/Mining_Multilingual_Topics_from_Wikipedia">Mining Multilingual Topics from Wikipedia</a>&amp;quot;.DOI: 10.1145/1526709.1526904.
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Latest revision as of 09:22, 11 February 2020


Mining Multilingual Topics from Wikipedia
Authors
Xiaochuan Ni
Jian-Tao Sun
Jian Hu
Zheng Chen
Publication date
2009
DOI
10.1145/1526709.1526904
Links
Original

Mining Multilingual Topics from Wikipedia - scientific work related to Wikipedia quality published in 2009, written by Xiaochuan Ni, Jian-Tao Sun, Jian Hu and Zheng Chen.

Overview

In this paper, authors try to leverage a large-scale and multilingual knowledge base, Wikipedia, to help effectively analyze and organize Web information written in different languages. Based on the observation that one Wikipedia concept may be described by articles in different languages, authors adapt existing topic modeling algorithm for mining multilingual topics from this knowledge base. The extracted 'universal' topics have multiple types of representations, with each type corresponding to one language. Accordingly, new documents of different languages can be represented in a space using a group of universal topics, which makes various multilingual Web applications feasible.

Embed

Wikipedia Quality

Ni, Xiaochuan; Sun, Jian-Tao; Hu, Jian; Chen, Zheng. (2009). "[[Mining Multilingual Topics from Wikipedia]]".DOI: 10.1145/1526709.1526904.

English Wikipedia

{{cite journal |last1=Ni |first1=Xiaochuan |last2=Sun |first2=Jian-Tao |last3=Hu |first3=Jian |last4=Chen |first4=Zheng |title=Mining Multilingual Topics from Wikipedia |date=2009 |doi=10.1145/1526709.1526904 |url=https://wikipediaquality.com/wiki/Mining_Multilingual_Topics_from_Wikipedia}}

HTML

Ni, Xiaochuan; Sun, Jian-Tao; Hu, Jian; Chen, Zheng. (2009). &quot;<a href="https://wikipediaquality.com/wiki/Mining_Multilingual_Topics_from_Wikipedia">Mining Multilingual Topics from Wikipedia</a>&quot;.DOI: 10.1145/1526709.1526904.