WikiNet: A Very Large Scale Multi-Lingual Concept Network

This paper describes a multi-lingual concept network obtained automatically by mining for concepts and relations and exploiting a variety of sources of knowledge from Wikipedia. Concepts and their lexicalizations are extracted from Wikipedia pages. Relations are extracted from the category and page network, infoboxes and the body of the articles. The network consists of a central, language independent list of concepts (keeping track of their lexicalizations in various languages), interconnected with a variety of relations to form a very large scale multi-lingual concept network.

[1]  Ramanathan V. Guha,et al.  Cyc: toward programs with common sense , 1990, CACM.

[2]  Beatrice Santorini,et al.  Part-of-Speech Tagging Guidelines for the Penn Treebank Project (3rd Revision) , 1990 .

[3]  Michael Hunt Stolbach A Day Without Art , 1990 .

[4]  Beatrice Santorini Part-of-speech tagging guidelines for the penn treebank project , 1990 .

[5]  Christiane Fellbaum,et al.  Book Reviews: WordNet: An Electronic Lexical Database , 1999, CL.

[6]  Maarten de Rijke,et al.  Finding Similar Sentences across Multiple Languages in Wikipedia , 2006 .

[7]  Simone Paolo Ponzetto,et al.  WikiRelate! Computing Semantic Relatedness Using Wikipedia , 2006, AAAI.

[8]  Gerhard Weikum,et al.  WWW 2007 / Track: Semantic Web Session: Ontologies ABSTRACT YAGO: A Core of Semantic Knowledge , 2022 .

[9]  Mitsuru Ishizuka,et al.  Relation Extraction from Wikipedia Using Subtree Mining , 2007, AAAI.

[10]  Simone Paolo Ponzetto,et al.  Deriving a Large-Scale Taxonomy from Wikipedia , 2007, AAAI.

[11]  Jens Lehmann,et al.  DBpedia: A Nucleus for a Web of Open Data , 2007, ISWC/ASWC.

[12]  Daniel S. Weld,et al.  Autonomously semantifying wikipedia , 2007, CIKM '07.

[13]  Fabian M. Suchanek,et al.  Yago: A Core of Semantic Knowledge Unifying WordNet and Wikipedia , 2007 .

[14]  Evgeniy Gabrilovich,et al.  Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis , 2007, IJCAI.

[15]  Ian H. Witten,et al.  Learning to link with wikipedia , 2008, CIKM '08.

[16]  W. Howells A Day's Pleasure , 2008 .

[17]  Ian H. Witten,et al.  An effective, low-cost measure of semantic relatedness obtained from Wikipedia links , 2008 .

[18]  Carina Silberer,et al.  Building a Multilingual Lexical Resource for Named Entity Disambiguation, Translation and Transliteration , 2008, LREC.

[19]  Ian H. Witten,et al.  Mining Meaning from Wikipedia , 2008, Int. J. Hum. Comput. Stud..

[20]  Gerhard Weikum,et al.  The YAGO-NAGA approach to knowledge discovery , 2009, SGMD.