Associations between Texts and Ontology

Anna Wróblewska , Grzegorz M. Protaziuk , Robert Bembenik , Teresa Podsiadły-Marczykowska


Intelligent automatic text processing methods require linking between texts (written in natural languages) and concepts representing semantics of particular words and phrases. Concepts are supposed to be independent from languages and can be expressed as ontologies. The mapping of concepts to a specific language may be expressed as a linguistic layer of a given ontology. The paper presents a model of lexical layer that establishes relations between terms (words or phrases) and entities of a given ontology. Moreover, the layer contains representations not only of terms but also their contexts of usage. It also provides associations with commonly used lexical knowledge resources, such as WordNet, Wikipedia and DBPedia.
Author Anna Wróblewska (FEIT / IN)
Anna Wróblewska,,
- The Institute of Computer Science
, Grzegorz M. Protaziuk (FEIT / IN)
Grzegorz M. Protaziuk,,
- The Institute of Computer Science
, Robert Bembenik (FEIT / IN)
Robert Bembenik,,
- The Institute of Computer Science
, Teresa Podsiadły-Marczykowska - [Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences]
Teresa Podsiadły-Marczykowska,,
- Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences
Publication size in sheets0.8
Book Bembenik Robert, Skonieczny Łukasz, Rybiński Henryk, Kryszkiewicz Marzena, Niezgódka Marek (eds.): Intelligent Tools for Building a Scientific Information Platform: Advanced Architectures and Solutions, Studies in Computational Intelligence, vol. 467, 2013, Heidelberg New York Dordrecht London, Springer-Verlag Berlin Heidelberg , ISBN 978-3-642-35646-9, [978-3-642-35647-6], 548 p., DOI:10.1007/978-3-642-35647-6
Fronf Matter.pdf / 149 KB / No licence information
Keywords in Englishontologylexical layer, ontology localization, text mining, discriminators
ASJC Classification1702 Artificial Intelligence
ProjectEstablishment of the universal, open, hosting and communication, repository platform for network resources of knowledge to be used by science, education and open knowledge society. Project leader: Kryszkiewicz Marzena, , Phone: +48 22 234 7701, start date 16-08-2010, planned end date 16-08-2013, end date 31-10-2013, WEiTI/2012/PS/1, Completed
BG PW Projects financed by NCRD [Projekty finansowane przez NCBiR (NCBR)]
Languageen angielski
Score (nominal)5
ScoreMinisterial score = 5.0, 16-06-2020, MonographChapterAuthor
Publication indicators Scopus Citations = 3; GS Citations = 3.0; Scopus SNIP (Source Normalised Impact per Paper): 2013 = 0.54
Citation count*5 (2020-09-15)
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