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Transparentnost in etika sistemov algoritemskega odločanja : doktorska disertacijaMiklavčič, JonasDoktorska disertacija raziskuje problem transparentnosti, ki v kontekstu umetne inteligence (UI) označuje sklop izzivov, ki izhajajo iz dejstva, da kompleksni algoritemski sistemi strojnega učenja ne ... delujejo transparentno, in sicer v smislu, da ljudje ne moremo razumeti razlogov, na podlagi katerih takšni sistemi sprejmejo neko odločitev. Disertacija je razdeljena na tri poglavja. V prvem poglavju predstavimo širši kontekst, v katerem se v UI vpenja problem transparentnosti, ter raziščemo, zakaj do problema prihaja in ali lahko upravičeno pričakujemo, da bodo vsi sistemi UI kdaj delovali transparentno. V drugem poglavju razvijemo genealogijo pojma ‚transparentnost‘, pri čemer se osredotočimo predvsem na analizo njegove moralne konotacije in ovrednotenje ideala transparentnosti, ki zaznamuje sodobno družbo. Poleg tega v drugem poglavju podrobneje predstavimo in kritično ovrednotimo tri pomembne dokumente, ki navajajo etične smernice za uporabo UI in predlagajo pravno ureditev področja. V tretjem poglavju iz rezultatov prvih dveh poglavji izpeljemo pet ključnih trditev in formuliramo kriterij za presojanje možnosti etične uporabe nerazložljivih sistemov UI.Type of material - dissertation ; adult, seriousPublication and manufacture - Ljubljana : [J. Miklavčič], 2024Language - slovenianCOBISS.SI-ID - 188599299
Author
Miklavčič, Jonas
Other authors
Strahovnik, Vojko, 1978-
Topics
umetna inteligenca |
transparentnost |
razložljivost |
algoritmi |
strojno učenje |
etika |
artificial intelligence |
transparency |
explainability |
algorithms |
machine learning |
ethics
Library/institution |
City | Acronym | For loan | Other holdings |
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Theological Faculty, Ljubljana | Ljubljana | TEOFLJ |
reading room 1 cop.
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Miklavčič, Jonas | 53466 |
Strahovnik, Vojko, 1978- | 26014 |
Source: Personal bibliographies
and: SICRIS
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