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master's thesis
Stilističko modeliranje jezika korisnika na Redditu
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:113935
Čorak, Fabijan
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Čorak, F. (2020). Stilističko modeliranje jezika korisnika na Redditu (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:113935

Čorak, Fabijan. "Stilističko modeliranje jezika korisnika na Redditu." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:113935

Čorak, Fabijan. "Stilističko modeliranje jezika korisnika na Redditu." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:113935

Čorak, F. (2020). 'Stilističko modeliranje jezika korisnika na Redditu', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 17 May 2024, https://urn.nsk.hr/urn:nbn:hr:168:113935

Čorak F. Stilističko modeliranje jezika korisnika na Redditu [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 May 17] Available at: https://urn.nsk.hr/urn:nbn:hr:168:113935

F. Čorak, "Stilističko modeliranje jezika korisnika na Redditu", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:113935

Metadata
TitleStilističko modeliranje jezika korisnika na Redditu
Title (english)Stylistic Language Modeling of Reddit Users
AuthorFabijan Čorak
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberAlan Jović (član povjerenstva)
Committee memberDomagoj Jakobović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-07-09, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Pitanje koje si ljudi postavljaju jest kako je čovjekovo ponašanje povezano s njegovom naravi. Jedna je manifestacija ponašanja aktivnost na društvenim mrežama. Uz pitanje povezanosti psihologije pojedinca i sadržaja koji objavljuje, ovaj rad dodatno razmatra što se o crtama pojedinca može saznati iz okolina u kojima je aktivan. U slučaju ovoga rada objave na društvenim mrežama su komentari na Redditu, a okoline djelovanja predstavljaju tematske zajednice subredditi. Nakon provođenja analize grupiranja te faktorske i korelacijske analize, konstruirana su dva nova modela za predviđanje crta ličnosti koji se oslanjaju upravo na okolinu u kojoj je korisnik objavio sadržaj. Prvi model aproksimira korisnika preko crta subreddita na kojima je aktivan, dok je drugi nadogradnja prvog i modela najbližih susjeda (KNN). Predviđanja tih modela iskorištena su kao značajke za postojeće modele.
Abstract (english)
The question people have been asking themselves is how human behavior is connected to human nature. One behavioral manifestation is the activity on social media. Apart from the question of how one’s psychology is connected to the content they post, this work also considers what can be said about one’s traits when taking into account what environment the posts have been made in. Specifically for this work, a user’s content is their Reddit comments, and the environments are topic-specific communities called subreddits. After performing cluster, factor, and correlation analysis, two novel models are constructed. The first model approximates a user based on the traits of the subreddits where they are active, while the second model builds upon the first one and the K nearest neighbors model (KNN). The predictions of these models are then used as features for existing models.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:113935
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
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Created on2023-01-13 12:01:42