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

Autori
Žubrinić, Krunoslav ; Obradović, Ines ; Sjekavica, Tomo

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
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, 2015, 220-223

ISBN
978-953-290-055-2

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

Mjesto i datum
Bol, Hrvatska; Split, Hrvatska, 16.09.2015. - 18.09.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
text analysis; concept map; concept map mining; data mining

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA