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
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