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undergraduate thesis
Razvoj jezičnog modela utemeljenog na n-gramima
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. urn:nbn:hr:168:964690
Šimunec, Magdalena
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Šimunec, M. (2019). Razvoj jezičnog modela utemeljenog na n-gramima (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:964690

Šimunec, Magdalena. "Razvoj jezičnog modela utemeljenog na n-gramima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:964690

Šimunec, Magdalena. "Razvoj jezičnog modela utemeljenog na n-gramima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:964690

Šimunec, M. (2019). 'Razvoj jezičnog modela utemeljenog na n-gramima', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 26 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:964690

Šimunec M. Razvoj jezičnog modela utemeljenog na n-gramima [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2019 [cited 2024 November 26] Available at: https://urn.nsk.hr/urn:nbn:hr:168:964690

M. Šimunec, "Razvoj jezičnog modela utemeljenog na n-gramima", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2019. Available at: https://urn.nsk.hr/urn:nbn:hr:168:964690

Metadata
TitleRazvoj jezičnog modela utemeljenog na n-gramima
Title (english)N-Gram based Language Model Development
AuthorMagdalena Šimunec
MentorMarin Vuković (mentor)
Committee memberMarin Vuković (predsjednik povjerenstva)
Committee memberKrešimir Pripužić (član povjerenstva)
Committee memberRenato Šoić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2019-09-23, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Jezični model hrvatskog jezika kod obrade prirodnog jezika temelji se na opsežnoj n-gramskoj bazi koju je za daljnji razvoj i optimizaciju potrebno pretvoriti u prikladniji oblik. Cilj ovog rada je ukratko objasniti osnovne koncepte obrade prirodnog jezika, te predstaviti i opisati programsko rješenje pohrane n-gramskih nizova u usmjerenu bazu podataka. Uz to, opisuju se i operacije pretraživanja i dohvaćanja pohranjenih entiteta i/ili informacija o njima. Inicijalni dobiveni rezultati na bazi od 4410 riječi i 8550 veza između njih pokazuju se obećavajućima. Trajanje operacija je u zadanim okvirima i performanse su zadovoljavajuće, međutim još uvijek ima prostora za daljnji rad i ispitivanje kako bi se pokazalo radi li se o idealnom rješenju.
Abstract (english)
The Croatian language model for natural language processing is based on a comprehensive n-gram base that needs to be converted to more appropriate for for further development and optimization. Thea im of this paper is to briefly explain the basic concepts of natural language processing and to present and describe a software solution for storing n-gram sequence in a directed database. In addition, the operations of searching and retrieving stored entities and/or information about them are also described. The initial results obtained on the basis of 4410 words and 8550 relationships between them prove promising. The duration of operations is within the given limits and the performance is satisfactory, however there is still room for further work and testing to show whether it is an ideal solution.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:964690
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2020-01-07 22:22:03