Difference between revisions of "Mining Multilingual Topics from Wikipedia"
(+ infobox) |
(Embed) |
||
Line 10: | Line 10: | ||
== 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. | ||
+ | |||
+ | == Embed == | ||
+ | === Wikipedia Quality === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | Ni, Xiaochuan; Sun, Jian-Tao; Hu, Jian; Chen, Zheng. (2009). "[[Mining Multilingual Topics from Wikipedia]]".DOI: 10.1145/1526709.1526904. | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === English Wikipedia === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | {{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}} | ||
+ | </nowiki> | ||
+ | </code> | ||
+ | |||
+ | === HTML === | ||
+ | <code> | ||
+ | <nowiki> | ||
+ | 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. | ||
+ | </nowiki> | ||
+ | </code> |
Revision as of 10:22, 11 February 2020
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). "<a href="https://wikipediaquality.com/wiki/Mining_Multilingual_Topics_from_Wikipedia">Mining Multilingual Topics from Wikipedia</a>".DOI: 10.1145/1526709.1526904.