prikaz prve stranice dokumenta Analiza podataka sa socijalnih mreža podržana strojnim učenjem
  Download
PDF 3.6 MB
undergraduate thesis
Analiza podataka sa socijalnih mreža podržana strojnim učenjem
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. urn:nbn:hr:235:298964
Bikić, Arijana
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

Cite this document

Bikić, A. (2024). Analiza podataka sa socijalnih mreža podržana strojnim učenjem (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:298964

Bikić, Arijana. "Analiza podataka sa socijalnih mreža podržana strojnim učenjem." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:298964

Bikić, Arijana. "Analiza podataka sa socijalnih mreža podržana strojnim učenjem." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2024. https://urn.nsk.hr/urn:nbn:hr:235:298964

Bikić, A. (2024). 'Analiza podataka sa socijalnih mreža podržana strojnim učenjem', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 18 December 2024, https://urn.nsk.hr/urn:nbn:hr:235:298964

Bikić A. Analiza podataka sa socijalnih mreža podržana strojnim učenjem [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2024 [cited 2024 December 18] Available at: https://urn.nsk.hr/urn:nbn:hr:235:298964

A. Bikić, "Analiza podataka sa socijalnih mreža podržana strojnim učenjem", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:235:298964

Metadata
TitleAnaliza podataka sa socijalnih mreža podržana strojnim učenjem
Title (english)Analysis of data from social networks supported by machine learning
AuthorArijana Bikić
MentorTomislav Stipančić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2024-09-25, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
Sažetak ovog završnog rada istražuje primjenu analize sentimenta kroz strojno učenje na podacima s Twitter-a. Analiza sentimenta je proces analiziranja i prepoznavanja emocija ili stavova iz teksta, a strojno učenje je grana umjetne inteligencije koja omogućuje računalima da nauče iz podataka i izvode zadatke bez eksplicitnog programiranja. Ovaj rad istražuje kako se modeli strojnog učenja, posebno Naivni Bayesov klasifikator, mogu koristiti za analizu sentimenta na Twitter-ovim podacima. Kroz eksperimente i evaluaciju, analizira se učinkovitost ovih modela u prepoznavanju pozitivnih i negativnih sentimenta u tweetovima te pruža uvid u izazove i mogućnosti ovog pristupa.
Abstract (english)
The summary of this thesis explores the application of sentiment analysis through machine learning on Twitter data. Sentiment analysis is the process of analyzing and recognizing emotions or attitudes from text, and machine learning is a branch of artificial intelligence that allows computers to learn from data and perform tasks without explicit programming. This paper explores how machine learning models, specifically the Naive Bayes classifier, can be used for sentiment analysis on Twitter data. Through experiments and evaluation, the effectiveness of these models in recognizing positive and negative sentiments in tweets is analyzed and provides insight into the challenges and opportunities of this approach.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:298964
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 on2024-09-16 14:15:22