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undergraduate thesis
Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:176510
Nikolić, Dario
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Nikolić, D. (2020). Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:176510

Nikolić, Dario. "Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:176510

Nikolić, Dario. "Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:176510

Nikolić, D. (2020). 'Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 02 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:176510

Nikolić D. Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 July 02] Available at: https://urn.nsk.hr/urn:nbn:hr:168:176510

D. Nikolić, "Otkrivanje kompetencija iz životopisa zadanih u slobodnom obliku", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:176510

Metadata
TitleOtkrivanje kompetencija iz životopisa zadanih u slobodnom obliku
Title (english)Extraction of Hard Skills from Free-form Resumes
AuthorDario Nikolić
MentorMarin Šilić (mentor)
Committee memberMarin Šilić (predsjednik povjerenstva)
Committee memberAdrian Satja Kurdija (član povjerenstva)
Committee memberPetar Afrić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-15, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Odjeli za ljudske resurse velikih tvrtki svakodnevno moraju pročitati veliki broj životopisa iz kojih je potrebno provjeriti i usporediti kompetencije kandidata kako bi odabrali prave ljude za tražene pozicije. U radu se ostvaruje programsko rješenje koje će za predane životopise automatski izvući kompetencije kandidata. Načelo rada programskog ostvarenja te potrebno teorijsko znanje koje pokriva programsko ostvarenje detaljno su objašnjeni. Programsko ostvarenje predstavlja problem izvlačenja informacija koji je riješen korištenjem modela neuronske mreže sastavljenog od LSTM i standardnih gustih slojeva, dok se obrada teksta vrši standardnim postupcima korištenih prilikom obrade prirodnog jezika.
Abstract (english)
The human resources departments of large companies have to read substantial number of resumes on daily basis from which it is necessary to check and compare the competencies of the candidates in order to select the right people for the required job. The paper presents an implementation of a solution that will automatically extract the competencies of candidates for the given resume. Realization of the implementation and the necessary theoretical knowledge required for understanding the workings of the implementation are explained in detail. The implementation itself is an information extraction problem that is solved using an artificial neural network model consisting of LSTM and standard dense layers, while word processing is performed using standard procedures in natural language processing.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:176510
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 on2023-01-14 09:35:22