The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories

From Wikipedia Quality
Jump to: navigation, search


The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories
Authors
Jiseong Kim
Eun Kyung Kim
Yousung Won
Sangha Nam
Keysun Choi
Publication date
2015
ISSN
16130073
Links

The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories - scientific work about Wikipedia quality published in 2015, written by Jiseong Kim, Eun Kyung Kim, Yousung Won, Sangha Nam and Keysun Choi.

Overview

Wikipedia categories are a useful source of knowledge that is usually expressed in a noun-phrase that contains information about concepts of entities or relations among entities. In DBpedia KBs, they categorize their entities into Wikipedia categories using RDF triples. The RDF triples represent only categories of entities, but not concepts of entities or relations among entities despite the fact that expression of Wikipedia categories contain a wealth of those types of information. In this regard, Authors propose a method that extracts RDF triples encoding concepts of entities or relations among entities from RDF triples encoding Wikipedia categories of each DBpedia entities using association rule mining techniques that mainly utilize lexical patterns in category expression and a hierarchy of categories. Their extensive experiments show that their approach can mine association rules with more high quality than those of state-of-the-art approaches in this problem.

Embed

Wikipedia Quality

Kim, Jiseong; Kim, Eun Kyung; Won, Yousung; Nam, Sangha; Choi, Keysun. (2015). "[[The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories]]". CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80. ISSN: 16130073.

English Wikipedia

{{cite journal |last1=Kim |first1=Jiseong |last2=Kim |first2=Eun Kyung |last3=Won |first3=Yousung |last4=Nam |first4=Sangha |last5=Choi |first5=Keysun |title=The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories |date=2015 |issn=16130073 |url=https://wikipediaquality.com/wiki/The_Association_Rule_Mining_System_for_Acquiring_Knowledge_of_DBpedia_from_Wikipedia_Categories |journal=CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80}}

HTML

Kim, Jiseong; Kim, Eun Kyung; Won, Yousung; Nam, Sangha; Choi, Keysun. (2015). &quot;<a href="https://wikipediaquality.com/wiki/The_Association_Rule_Mining_System_for_Acquiring_Knowledge_of_DBpedia_from_Wikipedia_Categories">The Association Rule Mining System for Acquiring Knowledge of DBpedia from Wikipedia Categories</a>&quot;. CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80. ISSN: 16130073.