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undergraduate thesis
Uloga ljudi u interaktivnom strojnom učenju
2021. urn:nbn:hr:137:200618
Tomac, Toni
University of Pula
Faculty of Informatics in Pula

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Tomac, T. (2021). Uloga ljudi u interaktivnom strojnom učenju (Undergraduate thesis). Pula: University of Pula. Retrieved from https://urn.nsk.hr/urn:nbn:hr:137:200618

Tomac, Toni. "Uloga ljudi u interaktivnom strojnom učenju." Undergraduate thesis, University of Pula, 2021. https://urn.nsk.hr/urn:nbn:hr:137:200618

Tomac, Toni. "Uloga ljudi u interaktivnom strojnom učenju." Undergraduate thesis, University of Pula, 2021. https://urn.nsk.hr/urn:nbn:hr:137:200618

Tomac, T. (2021). 'Uloga ljudi u interaktivnom strojnom učenju', Undergraduate thesis, University of Pula, accessed 25 December 2024, https://urn.nsk.hr/urn:nbn:hr:137:200618

Tomac T. Uloga ljudi u interaktivnom strojnom učenju [Undergraduate thesis]. Pula: University of Pula; 2021 [cited 2024 December 25] Available at: https://urn.nsk.hr/urn:nbn:hr:137:200618

T. Tomac, "Uloga ljudi u interaktivnom strojnom učenju", Undergraduate thesis, University of Pula, Pula, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:137:200618

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Metadata
TitleUloga ljudi u interaktivnom strojnom učenju
Title (english)The Role of Humans in Interactive Machine Learning
AuthorToni Tomac
MentorSnježana Babić (mentor)
Committee memberTihomir Orehovački (predsjednik povjerenstva)
Committee memberSnježana Babić (član povjerenstva)
Committee memberRomeo Šajina (član povjerenstva)
GranterUniversity of Pula
(Faculty of Informatics in Pula)
Pula
Defense date and country2021-09-23, Croatia
Scientific / art field,
discipline and subdiscipline		SOCIAL SCIENCES
Information and Communication Sciences
Information Systems and Information Science
Abstract
U današnje vrijeme strojno učenje je postalo važan segment u razvoju aplikacija i sustava. Strojno učenje nastoji izgraditi računalni sustav koji kroz iskustvo poboljšava svoje performanse. Ključnu ulogu u razvoju tih sustava imaju ljudi gdje im je prioritet razvijati računala od kojih žele da uče od ljudi. Cilj ovoga rada je bio objasniti ulogu i značaj ljudi u interaktivnom strojnom učenju. Omogućeno je interaktivno upravljanje podacima te je pogodno za zadatke gdje je potrebno ljudsko znanje u procesu razvoja. Unutar rada teorijski se razrađuje strojno učenje i metode strojnog učenja. Naveden je okvir koji se koristi za poboljšanje performansi strojnog učenja. Kroz odabrane primjere primjene interaktivnog strojnog učenja, nastojalo se objasniti ulogu ljudi. Rezultati ovog rada pomažu u boljem razumijevanju i korištenju strojnog učenja.
Abstract (english)
Nowadays Machine Learning has become a major segment in application and system development. Machine learning seeks to build a computer system that improves its performance through experience. A key role in the development of these systems is played by people where their priority is to develop computer form which they want to learn from people. The aim of this paper was to explain the role and importance of humans in interactive machine learning. Interactive dana management is enabled and is suitable for tasks where human knowledge is required in the development process. Within the paper, machine learning and its methods are theoretically elaborated. The framework used to improve machine learning performance is listed. Through selected examples, interactive machine learning is applied, an attempt was made to explain the role of people. The results of this work help to better understand and use machine learning.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:137:200618
Study programmeTitle: Informatics
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) informatike (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) informatike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2021-09-30 10:07:09