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Cross-lingual knowledge linking across wiki knowledge bases
Abstract Wikipedia becomes one of the largest knowlWikipedia becomes one of the largest knowledge bases on the Web. It has attracted 513 million page views per day in January 2012. However, one critical issue for Wikipedia is that articles in different language are very unbalanced. For example, the number of articles on Wikipedia in English has reached 3.8 million, while the number of Chinese articles is still less than half million and there are only 217 thousand cross-lingual links between articles of the two languages. On the other hand, there are more than 3.9 million Chinese Wiki articles on Baidu Baike and Hudong.com, two popular encyclopedias in Chinese. One important question is how to link the knowledge entries distributed in different knowledge bases. This will immensely enrich the information in the online knowledge bases and benefit many applications. In this paper, we study the problem of cross-lingual knowledge linking and present a linkage factor graph model. Features are defined according to some interesting observations. Experiments on the Wikipedia data set show that our approach can achieve a high precision of 85.8% with a recall of 88.1%. The approach found 202,141 new cross-lingual links between English Wikipedia and Baidu Baike.between English Wikipedia and Baidu Baike.
Abstractsub Wikipedia becomes one of the largest knowlWikipedia becomes one of the largest knowledge bases on the Web. It has attracted 513 million page views per day in January 2012. However, one critical issue for Wikipedia is that articles in different language are very unbalanced. For example, the number of articles on Wikipedia in English has reached 3.8 million, while the number of Chinese articles is still less than half million and there are only 217 thousand cross-lingual links between articles of the two languages. On the other hand, there are more than 3.9 million Chinese Wiki articles on Baidu Baike and Hudong.com, two popular encyclopedias in Chinese. One important question is how to link the knowledge entries distributed in different knowledge bases. This will immensely enrich the information in the online knowledge bases and benefit many applications. In this paper, we study the problem of cross-lingual knowledge linking and present a linkage factor graph model. Features are defined according to some interesting observations. Experiments on the Wikipedia data set show that our approach can achieve a high precision of 85.8% with a recall of 88.1%. The approach found 202,141 new cross-lingual links between English Wikipedia and Baidu Baike.between English Wikipedia and Baidu Baike.
Bibtextype inproceedings  +
Doi 10.1145/2187836.2187899  +
Has author Zhe Wang + , Jing-Woei Li + , Tang J. +
Has extra keyword Critical issues + , Cross-language + , Dataset + , Factor graphs + , High precision + , Knowledge base + , Knowledge basis + , Knowledge linking + , Knowledge-sharing + , Wikipedia + , Knowledge based systems + , Websites +
Has keyword Cross-language + , Knowledge linking + , Knowledge sharing + , Wiki knowledge base +
Isbn 9781450312295  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 459–468  +
Published in WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web +
Title Cross-lingual knowledge linking across wiki knowledge bases +
Type conference paper  +
Year 2012 +
Creation dateThis property is a special property in this wiki. 7 November 2014 09:30:04  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 09:30:04  +
DateThis property is a special property in this wiki. 2012  +
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