Naslov
Classification of Concept Maps Using Bag of Words Model

Autori
Žubrinić, Krunoslav ; Miličević, Mario ; Zakarija, Ivona

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

Izvornik
Proceedings of the 7th European Computing Conference (ECC '13) / Boras, Damir ; Mikelić Preradović, Nives ; Moya, Francisco ; Roushdy, Mohamed ; Salem, Abdel-Badeeh M. - Dubrovnik : WSEAS Press, 2013, 118-123

ISBN
978-960-474-304-9

Skup
European Computing Conference

Mjesto i datum
Dubrovnik, Hrvatska, 25.06.2013. - 27.06.2013

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Concept map; classification; data mining; text mining; naive Bayes; SVM

Sažetak
Concept map is a graphic organizer that depicts relationships among concepts. They are used for organizing and representing information in different areas. In environments where many persons or applications create concept maps, contents and quality of these maps vary. When user wants to find specific information, they have to know to which domain that map belongs. As manual categorization can be a long and demanding procedure, automatic classification of concept maps can help users to identify the relevant map. In this paper we explore the possibility of automatic classification of concept maps using the simple bag of words model. We evaluate performance of two naıve Bayes classifiers against SVM.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA