Informaatiotulvan hallitseminen tekoälyllä

Tässä kandidaatintutkielmassa selvitetään kirjallisuuskatsauksena, miten infor- maatioähkyä voidaan hallita tekoälyn avulla. Tutkielmassa käydään yksityiskohtaisesti läpi mitä informaatioähky tarkoittaa, miten se ilmenee ja syntyy, sekä millaisia vaikutuksia sil- lä voi olla. Tutkimusongelmaa lähest...

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Main Author: Kostiainen, Matias
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, University of Jyväskylä, Jyväskylän yliopisto
Format: Bachelor's thesis
Language:fin
Published: 2017
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/54053
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author Kostiainen, Matias
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto
author_facet Kostiainen, Matias Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto Kostiainen, Matias Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto
author_sort Kostiainen, Matias
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description Tässä kandidaatintutkielmassa selvitetään kirjallisuuskatsauksena, miten infor- maatioähkyä voidaan hallita tekoälyn avulla. Tutkielmassa käydään yksityiskohtaisesti läpi mitä informaatioähky tarkoittaa, miten se ilmenee ja syntyy, sekä millaisia vaikutuksia sil- lä voi olla. Tutkimusongelmaa lähestytään valikoivan tarkkaavaisuuden näkökulmasta, sekä kartoitetaan, miten tekoäly pystyy mallintamaan ihmisille ominaista valikoivaa tarkkaavai- suutta. Keinotekoinen valikoiva tarkkaavaisuuden agentti on mahdollista luoda tietyn mallin mukaan, jolloin siitä on mahdollista saada menestyksellinen assistentti ihmiselle informaa- tion suodattamista varten. Vaarana toimivassa informaatiosuodatuksen tekoälyssä on infor- maatiokuplan syntyminen, jolloin pahimmillaan maailmankuva kapenee kun vastaanotetaan ainoastaan informaatiota jota halutaan, eikä oteta ollenkaan huomioon muita näkökulmia. The aim of this bachelor’s thesis is to sort out as a literature review that how information overload can be handled with artificial intelligence. This thesis will explore in detail, what information overload is, how it occurs and what kind of effects it may have. The research problem is approached from perspective of selective attention. There will also be a survey of how artificial intelligence can modelling human kind of selective attention. Artificial selective attention agent equipped with a selective attention filter can be successful personal assistants of humans. The danger in workable information filtering AI is a filter bubble, which could cause to see things only one way. If a filter bubble occurs, people start to see things like they want to and stop consider any other opinions.
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spellingShingle Kostiainen, Matias Informaatiotulvan hallitseminen tekoälyllä informaatio informaatioähky tekoäly valikoiva tarkkaavaisuus informaatiokupla Tietotekniikka Mathematical Information Technology
title Informaatiotulvan hallitseminen tekoälyllä
title_full Informaatiotulvan hallitseminen tekoälyllä
title_fullStr Informaatiotulvan hallitseminen tekoälyllä Informaatiotulvan hallitseminen tekoälyllä
title_full_unstemmed Informaatiotulvan hallitseminen tekoälyllä Informaatiotulvan hallitseminen tekoälyllä
title_short Informaatiotulvan hallitseminen tekoälyllä
title_sort informaatiotulvan hallitseminen tekoälyllä
title_txtP Informaatiotulvan hallitseminen tekoälyllä
topic informaatio informaatioähky tekoäly valikoiva tarkkaavaisuus informaatiokupla Tietotekniikka Mathematical Information Technology
topic_facet Mathematical Information Technology Tietotekniikka informaatio informaatiokupla informaatioähky tekoäly valikoiva tarkkaavaisuus
url https://jyx.jyu.fi/handle/123456789/54053 http://www.urn.fi/URN:NBN:fi:jyu-201705222439
work_keys_str_mv AT kostiainenmatias informaatiotulvanhallitseminentekoälyllä