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undergraduate thesis
Pristranost u sustavima temeljenim na umjetnoj inteligenciji
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:141146
Maruševec, Ena Maria
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Maruševec, E. M. (2023). Pristranost u sustavima temeljenim na umjetnoj inteligenciji (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:141146

Maruševec, Ena Maria. "Pristranost u sustavima temeljenim na umjetnoj inteligenciji." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:141146

Maruševec, Ena Maria. "Pristranost u sustavima temeljenim na umjetnoj inteligenciji." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:141146

Maruševec, E. M. (2023). 'Pristranost u sustavima temeljenim na umjetnoj inteligenciji', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 23 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:141146

Maruševec EM. Pristranost u sustavima temeljenim na umjetnoj inteligenciji [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 November 23] Available at: https://urn.nsk.hr/urn:nbn:hr:168:141146

E. M. Maruševec, "Pristranost u sustavima temeljenim na umjetnoj inteligenciji", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:141146

Metadata
TitlePristranost u sustavima temeljenim na umjetnoj inteligenciji
Title (english)Bias in artificial intelligence-based systems
AuthorEna Maria Maruševec
MentorMihaela Vranić (mentor)
Committee memberMihaela Vranić (predsjednik povjerenstva)
Committee memberDamir Pintar (član povjerenstva)
Committee memberLuka Humski (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-08-31, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj rad bavi se analizom pristranosti u sustavima temeljenim na umjetnoj inteligenciji. Iako se ti sustavi često smatraju objektivnim, racionalnima i hladno logičnima, neka istraživanja su pokazala da ti sustavi često odražavaju stavove svojih kreatora ili su pak odraz skupova podataka nad kojima su izgrađeni. U radu je dan pregled istraživanja postojećih istraživanja o navedenoj temi. Implementiran je sustav za predlaganje filmova temeljen na algoritmu K-najbližih susjeda. Opisan je način rada navedenog sustava te teorijska podloga. Na primjeru tog sustava pokazani su neki od mogućih načina identifikacije pristranosti te je predloženo rješenje koje bi smanjilo tu pristranost.
Abstract (english)
This paper is regarding the bias in artificial intelligence-based systems. Although these systems are often considered objective, rational and coldly logical, some research has shown that these systems often reflect the attitude of their creators or are a reflection of the data sets on which they are created. The paper provides an overview of previous research on the aforementioned topic. A movie recommendation system based on the K-nearest neighbor algorithm was implemented. The theoretical basis behind the algorithm and how it works are also described. Using the implemented system, some of the possible ways of determining bias are shown, and a solution that would reduce this bias is proposed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:141146
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 on2023-10-11 09:44:25