Fake news in the real world

Valeuutiset ovat ilmiönä dominioineet poliittista keskustelua Yhdysvalloissa jo muutaman vuoden ajan. Tämä tutkielma tutkii valeuutisia ja havaitsee toistuvia elementtejä, joita voisi käyttää koneoppimismenetelmissä. Tutkielman johtopäätös on, että täysin automatisoidut, ennalta ehkäisevät menetelmä...

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Main Author: Giantzaklidis, Niko
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Format: Bachelor's thesis
Language:eng
Published: 2019
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/65027
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author Giantzaklidis, Niko
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet Giantzaklidis, Niko Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Giantzaklidis, Niko Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_sort Giantzaklidis, Niko
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description Valeuutiset ovat ilmiönä dominioineet poliittista keskustelua Yhdysvalloissa jo muutaman vuoden ajan. Tämä tutkielma tutkii valeuutisia ja havaitsee toistuvia elementtejä, joita voisi käyttää koneoppimismenetelmissä. Tutkielman johtopäätös on, että täysin automatisoidut, ennalta ehkäisevät menetelmät eivät ole toteuttamiskelpoisia tämän hetkisessä sosiopoliittisessa ympäristössä. The phenomenon of fake news and its role in spreading misinformation has dominated the public discourse in the United States for several years now. This paper examines fake news and finds consistent and predictable patterns that can be used by machine learning algorithms. However, despite the display of consistent, predictable behaviour, fully automated pre-emptive solutions appear to be unviable in the current sociopolitical climate.
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spellingShingle Giantzaklidis, Niko Fake news in the real world misinformation Tietotekniikka Mathematical Information Technology 602 sosiaalinen media valeuutiset uutiset politiikka social media fake news news politics
title Fake news in the real world
title_full Fake news in the real world
title_fullStr Fake news in the real world Fake news in the real world
title_full_unstemmed Fake news in the real world Fake news in the real world
title_short Fake news in the real world
title_sort fake news in the real world
title_txtP Fake news in the real world
topic misinformation Tietotekniikka Mathematical Information Technology 602 sosiaalinen media valeuutiset uutiset politiikka social media fake news news politics
topic_facet 602 Mathematical Information Technology Tietotekniikka fake news misinformation news politics politiikka social media sosiaalinen media uutiset valeuutiset
url https://jyx.jyu.fi/handle/123456789/65027 http://www.urn.fi/URN:NBN:fi:jyu-201907113610
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