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undergraduate thesis
Računalna statistička analiza jezika religijskih rasprava na internetskim forumima
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:648883
Torić, Josip
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Torić, J. (2018). Računalna statistička analiza jezika religijskih rasprava na internetskim forumima (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:648883

Torić, Josip. "Računalna statistička analiza jezika religijskih rasprava na internetskim forumima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:648883

Torić, Josip. "Računalna statistička analiza jezika religijskih rasprava na internetskim forumima." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:648883

Torić, J. (2018). 'Računalna statistička analiza jezika religijskih rasprava na internetskim forumima', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 18 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:648883

Torić J. Računalna statistička analiza jezika religijskih rasprava na internetskim forumima [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 November 18] Available at: https://urn.nsk.hr/urn:nbn:hr:168:648883

J. Torić, "Računalna statistička analiza jezika religijskih rasprava na internetskim forumima", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:648883

Metadata
TitleRačunalna statistička analiza jezika religijskih rasprava na internetskim forumima
Title (english)Computational Statistical Analysis of the Language of Religious Discussions on Internet Forums
AuthorJosip Torić
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberMladen Karan (član povjerenstva)
Committee memberDomagoj Alagić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-09-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Analiza religijskih pitanja je uvijek vrlo kontroverzna. Religija kod svakog čovjeka predstavlja nešto osobno, a objektivno sagledati religiju je vrlo zahtjevna stvar. Cilj rada je bio analizirati tekstove religijskih rasprava uz pomoć statističke analize. Skup podataka korišten u radu smo preuzeli s društvene mreže Reddit. Model smo izgradili koristeći frekvencije riječi i značajke LIWC. Isprobali smo dva modela strojnog učenja, logističku regresiju i stroj potpornih vektora za predviđanje religije. Ostvarili smo rezultate koji su zadovoljavajući te s točnošću od otprilike 65% predviđaju religiju korisnika na temelju njegovih ili njezinih komentara.
Abstract (english)
Analysis of religion questions is always very controversial. Religion is something personal for every person, and to objectively consider religion is a very demanding thing. The aim of the thesis was to analyze the texts of religious discussions through statistical data analysis. The data set used in this work was downloaded from the Reddit social network. We built the model using word frequencies and LIWC features. We tested two machine learning models, logistic regression and the support vectors machine for predicting religion. We have achieved satisfactory results and with an accuracy of approximately 65% predict the user's religion based on his or her comments.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:648883
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 on2019-03-14 01:39:34