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undergraduate thesis
Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:985644
Ferković, Tin
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Ferković, T. (2021). Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:985644

Ferković, Tin. "Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:985644

Ferković, Tin. "Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:985644

Ferković, T. (2021). 'Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 05 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:985644

Ferković T. Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 June 05] Available at: https://urn.nsk.hr/urn:nbn:hr:168:985644

T. Ferković, "Predviđanje kretanja cijene valute Bitcoin na temelju analize Twittera", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:985644

Metadata
TitlePredviđanje kretanja cijene valute Bitcoin na temelju analize Twittera
Title (english)Predicting Bitcoin Price Movement based on Twitter Analysis
AuthorTin Ferković
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberIvan Crnomarković (član povjerenstva)
Committee memberJosip Jukić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Bitcoin je decentralizirana digitalna valuta, koju se može slati od korisnika do korisnika, bez potrebe za posrednikom. Ovaj rad se bavi predviđanjem cijene valute Bitcoin temeljene na analizi Twittera. Fokusira se na obradu prirodnog jezika, ekstrakciju značajki, treniranje različitih modela strojnog učenja te evaluaciju rezultata. Rezultati su uspoređeni s osnovnim modelom temeljenim samo na cjenovnim indikatorima te su lošiji od njega.
Abstract (english)
Bitcoin is a decentralized digital currency that can be sent from user to user on the peer-to-peer network, without the need for intermediaries. This thesis deals with Bitcoin price movement prediction using Twitter analysis. It focuses on natural language processing, feature extraction, building different machine learning models, and evaluating the results. The results are compared to the price indicator baseline model built upon trading indicators and fail in outperforming it.
Keywords
Keywords (english)
Languageenglish
URN:NBNurn:nbn:hr:168:985644
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 on2023-01-14 20:24:59