prikaz prve stranice dokumenta Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu
No public access
undergraduate thesis
Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. urn:nbn:hr:168:721080
Čolja, Martin
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Čolja, M. (2019). Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:721080

Čolja, Martin. "Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:721080

Čolja, Martin. "Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:721080

Čolja, M. (2019). 'Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 03 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:721080

Čolja M. Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2019 [cited 2024 November 03] Available at: https://urn.nsk.hr/urn:nbn:hr:168:721080

M. Čolja, "Modeli strojnog učenja za otkrivanje toksičnih komentara na Internetu", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2019. Available at: https://urn.nsk.hr/urn:nbn:hr:168:721080

Metadata
TitleModeli strojnog učenja za otkrivanje toksičnih komentara na Internetu
Title (english)Machine Learning Models for Toxic Comments Detection on the Internet
AuthorMartin Čolja
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberDomagoj Alagić (član povjerenstva)
Committee memberZoran Medić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2019-07-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Toksični komentari na internetu bespotrebno kradu pozornost svemu korisnome što nam internet pruža, stoga nije iznenađujuće da je njihovo rano otkrivanje postalo prioritet na mnogi društvenim mrežama. U ovom radu pokazano je kako se taj problem može riješiti pomoću klasifikacije koristeći metodu potpornih vektora. Navedene su do sad poznate metode klasifikacije te nekoliko situacija u kojima se klasifikacija koristila za potrebe slične potrebama ovog rada. Također proveden je i objašnjen eksperiment klasifikacije korištenjem SVM-a te su rezultati prikazani tablično. Dan je zaključak rada s osvrtom na postignute rezultate, te prijedlozima za daljnje unaprjeđenje rada.
Abstract (english)
Toxic comments on the Internet needlessly take attention away from all the benefits that the Internet provides, so it’s not surprising that early detection of these comments has become a priority on many social networks. This paper shows ways to solve this problem by using classification, specifically the support vector machine method. Other so far known methods of classification were listed alongside with the few situations in which they were used similarly to the needs of this work. The experiment was conducted using the SVM method as well as explained and analyzed with results shown using tables. This work reaches a conclusion based on results in these tables and offers suggestions on future work.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:721080
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
Access conditionsClosed access
Terms of useLicence In copyright icon
Public note
Created on2020-01-07 17:23:50