Context Aware Named Entity Disambiguation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F12%3A00197095" target="_blank" >RIV/68407700:21240/12:00197095 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/WI-IAT.2012.96" target="_blank" >http://dx.doi.org/10.1109/WI-IAT.2012.96</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/WI-IAT.2012.96" target="_blank" >10.1109/WI-IAT.2012.96</a>

Result language
angličtina
Original language name
Context Aware Named Entity Disambiguation
Original language 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.
Czech name
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Czech description
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Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 2012 IEEE/WIC/ACM International Conference on Web Intelligence
ISBN
978-0-7695-4880-7
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
402-408
Publisher name
IEEE Computer Society
Place of publication
Los Alamitos
Event location
Macau
Event date
Dec 4, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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