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Implementation of method for generating concept map from unstructured text in the Croatian language (CROSBI ID 627201)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Žubrinić, Krunoslav ; Obradović, Ines ; Sjekavica, Tomo Implementation of method for generating concept map from unstructured text in the Croatian language // Proceedings of the 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2015) / Rozic, Nikola ; Begusic, Dinko (ur.). Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2015. str. 220-223

Podaci o odgovornosti

Žubrinić, Krunoslav ; Obradović, Ines ; Sjekavica, Tomo

engleski

Implementation of method for generating concept map from unstructured text in the Croatian language

This paper describes implementation and evaluation of a method for automatic creation of concept map from unstructured text written in the Croatian language. The method combines statistical and data mining techniques with domain thesaurus and tools specific for linguistic analysis of the Croatian language. We created concept maps from legal documents in the field of science, education and technology and evaluated the content of created concept maps comparing them with manually created summaries. Obtained results confirmed that using the described method, it is possible to create concept maps from documents in a specific area, and those maps illustrate the contents of the source documents well.

text analysis; concept map; concept map mining; data mining

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Podaci o prilogu

220-223.

2015.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2015)

Rozic, Nikola ; Begusic, Dinko

Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu

978-953-290-055-2

Podaci o skupu

23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2015)

predavanje

16.09.2015-18.09.2015

Split, Hrvatska; Bol, Hrvatska

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti