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Statements

Subject Item
n2:RIV%2F00216208%3A11320%2F12%3A10132023%21RIV14-GA0-11320___
rdf:type
n10:Vysledek skos:Concept
rdfs:seeAlso
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6118963
dcterms:description
Recently, named entity recognition tools tend to disambiguate recognized named entities on a very detailed level. Instead of elementary types (e.g. Person or Location), they assign concrete identifiers, trying to distinguish even different entities having same name and type (e.g. cities with the same name in different countries). We introduce a novel method for this kind of named entity disambiguation exploiting structural dependencies of recognized entities. We analyse the co-occurrence of disambiguated entities in the backing knowledge base and use this information to improve results of existing named entity disambiguation approaches. A model for co-occurrence representation is proposed and evaluated based on a dataset that we mine from Wikipedia. Recently, named entity recognition tools tend to disambiguate recognized named entities on a very detailed level. Instead of elementary types (e.g. Person or Location), they assign concrete identifiers, trying to distinguish even different entities having same name and type (e.g. cities with the same name in different countries). We introduce a novel method for this kind of named entity disambiguation exploiting structural dependencies of recognized entities. We analyse the co-occurrence of disambiguated entities in the backing knowledge base and use this information to improve results of existing named entity disambiguation approaches. A model for co-occurrence representation is proposed and evaluated based on a dataset that we mine from Wikipedia.
dcterms:title
Context Aware Named Entity Disambiguation Context Aware Named Entity Disambiguation
skos:prefLabel
Context Aware Named Entity Disambiguation Context Aware Named Entity Disambiguation
skos:notation
RIV/00216208:11320/12:10132023!RIV14-GA0-11320___
n10:predkladatel
n18:orjk%3A11320
n3:aktivita
n20:P
n3:aktivity
P(GAP202/10/0761)
n3:dodaniDat
n7:2014
n3:domaciTvurceVysledku
n13:3902188 n13:6228623
n3:druhVysledku
n21:D
n3:duvernostUdaju
n14:S
n3:entitaPredkladatele
n9:predkladatel
n3:idSjednocenehoVysledku
128596
n3:idVysledku
RIV/00216208:11320/12:10132023
n3:jazykVysledku
n23:eng
n3:klicovaSlova
Text Annotation; Linked Data; Named Entity Recognition and Disambiguation
n3:klicoveSlovo
n4:Named%20Entity%20Recognition%20and%20Disambiguation n4:Linked%20Data n4:Text%20Annotation
n3:kontrolniKodProRIV
[AF502F409D23]
n3:mistoKonaniAkce
Macau
n3:mistoVydani
Los Alamitos
n3:nazevZdroje
Proceedings of 2012 IEEE/WIC/ACM International Conference on Web Intelligence
n3:obor
n12:IN
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:projekt
n19:GAP202%2F10%2F0761
n3:rokUplatneniVysledku
n7:2012
n3:tvurceVysledku
Vojtáš, Peter Lašek, Ivo
n3:typAkce
n17:WRD
n3:zahajeniAkce
2012-12-04+01:00
s:numberOfPages
7
n24:doi
10.1109/PDCAT.2011.73
n8:hasPublisher
IEEE Computer Society
n22:isbn
978-1-4577-1807-6
n15:organizacniJednotka
11320