Building a large scale knowledge base from Chinese Wiki Encyclopedia

Zhichun Wang, Zhigang Wang, Juanzi Li, Jeff Z. Pan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

DBpedia has been proved to be a successful structured knowledge base, and large scale Semantic Web data has been built by using DBpedia as the central interlinking-hubs of the Web of Data in English. But in Chinese, due to the heavily imbalance in size (no more than one tenth) between English and Chinese in Wikipedia, there are few Chinese linked data are published and linked to DBpedia, which hinders the structured knowledge sharing both within Chinese resources and cross-lingual resources. This paper aims at building large scale Chinese structured knowledge base from Hudong, which is one of the largest Chinese Wiki Encyclopedia websites. In this paper, an upper-level ontology schema in Chinese is first learned based on the category system and Infobox information in Hudong. Totally, there are 19542 concepts are inferred, which are organized in hierarchy with maximally 20 levels. 2381 properties with domain and range information are learned according to the attributes in the Hudong Infoboxes. Then, 802593 instances are extracted and described using the concepts and properties in the learned ontology. These extracted instances cover a wide range of things, including persons, organizations, places and so on. Among all the instances, 62679 of them are linked to identical instances in DBpedia. Moreover, the paper provides RDF dump or SPARQL to access the established Chinese knowledge base. The general upper-level ontology and wide coverage makes the knowledge base a valuable Chinese semantic resource. It not only can be used in Chinese linked data building, the fundamental work for building multi lingual knowledge base across heterogeneous resources of different languages, but also can largely facilitate many useful applications of large-scale knowledge base such as knowledge question-answering and semantic search.

Original languageEnglish
Title of host publicationThe Semantic Web - Joint International Semantic Technology Conference, JIST 2011, Proceedings
Pages80-95
Number of pages16
DOIs
Publication statusPublished - 18 Jun 2012
EventJoint International Semantic Technology Conference, JIST 2011 - Hangzhou, China
Duration: 4 Dec 20117 Dec 2011
https://dblp.org/db/conf/aswc/jist2011 (Link to Conference papers)

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7185 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceJoint International Semantic Technology Conference, JIST 2011
CountryChina
CityHangzhou
Period4/12/117/12/11
Internet address

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Keywords

  • Knowledge base
  • Linked Data
  • Ontology
  • Semantic Web

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Wang, Z., Wang, Z., Li, J., & Pan, J. Z. (2012). Building a large scale knowledge base from Chinese Wiki Encyclopedia. In The Semantic Web - Joint International Semantic Technology Conference, JIST 2011, Proceedings (pp. 80-95). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7185 LNCS). https://doi.org/10.1007/978-3-642-29923-0_6