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undergraduate thesis
Obrada teksta temeljem modela vreća riječi
2023. urn:nbn:hr:235:932811
Valjavec, Tena
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

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Valjavec, T. (2023). Obrada teksta temeljem modela vreća riječi (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:932811

Valjavec, Tena. "Obrada teksta temeljem modela vreća riječi." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:932811

Valjavec, Tena. "Obrada teksta temeljem modela vreća riječi." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2023. https://urn.nsk.hr/urn:nbn:hr:235:932811

Valjavec, T. (2023). 'Obrada teksta temeljem modela vreća riječi', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 20 February 2025, https://urn.nsk.hr/urn:nbn:hr:235:932811

Valjavec T. Obrada teksta temeljem modela vreća riječi [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2023 [cited 2025 February 20] Available at: https://urn.nsk.hr/urn:nbn:hr:235:932811

T. Valjavec, "Obrada teksta temeljem modela vreća riječi", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:235:932811

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Metadata
TitleObrada teksta temeljem modela vreća riječi
Title (english)Text processing based on the bag of words model
AuthorTena Valjavec
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2023-03-02, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
Tema ovog rada je proučiti jedan od jednostavnijih modela za obradu prirodnog jezika (engl. Natural Language Proccesing - NLP), a to je model „vreća riječi“ (engl. Bag of Words, skraćeno BoW). Model i njegova implementacija razvija se u programskom jeziku Python, a za izvedbu koda koristi se biblioteka NLTK. U prvom dijelu rada objašnjena je teorijska osnova za razumijevanje programa te su dane na uvid neke od najčešće korištenih NLP tehnika, a u drugom dijelu je razvijen kod te je analiziran odabran tekst korištenjem modela „vreća riječi“. Naposljetku je opisana funkcija „Tf-idf“ te je prikazana usporedba navedene funkcije i modela „vreća riječi“.
Abstract (english)
Main topic of this assignment is to ponder one of the easiest model for interpretation of Natural Language Processing or NLP for short. Main model is called BoW or „Bag of Words“. Implementation of BoW is done by special programming language named Python and coding part is done by NLTK library. First part of this assignment explains the basic theory to understand the program and there were given some of the most used NLP techniques. Developmenting codes and analysis done by BoW technique was explained in the second part. Finally, explaining and comparing „Tf-idf“ function and BoW model sums up this assignment into one unit.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:932811
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2023-03-01 10:33:14