20.500.12556/DKUM-90829 Uporaba umetne inteligence za analizo podatkovih baz diplomsko delo Use of artificial intelligence for database analysis Diplomsko delo se osredotoča na uporabo umetne inteligence, natančneje modela GPT-4o, za analizo treh podatkovnih baz, ki vključujejo meritve koncentracij črnega ogljika, prometne podatke in meteorološke podatke. Glavni namen raziskave je raziskati, kako umetna inteligenca omogoča učinkovito obdelavo teh podatkov, ter izvesti analizo vzorcev in korelacij med prometnimi konicami, ravnjo onesnaženja in vremenskimi pogoji. V raziskavi so uporabljeni podatki, zbrani v desetdnevnem obdobju na različnih lokacijah glede na oddaljenost od ceste. Osrednja naloga raziskave sta združevanje teh različnih podatkovnih nizov in preučevanje, kako lahko GPT-4o prispeva k hitrejši in zanesljivejši analizi teh podatkov. Poleg tega raziskava proučuje potencial umetne inteligence pri izboljšanju tradicionalnih pristopov za analizo okoljskih podatkov, zlasti kar zadeva natančnost, hitrost obdelave in prepoznavanje povezav med analiziranimi podatkovnimi bazami. This thesis focuses on the use of artificial intelligence, specifically the GPT-4o model, for analyzing three datasets that include black carbon concentration measurements, traffic data, and meteorological data. The primary goal of the research is to explore how artificial intelligence can facilitate the efficient processing of these data and the identification of patterns and correlations between traffic peaks, pollution levels, and weather conditions. The study uses data collected over a ten-day period at various locations, depending on their distance from the road. The central task of the research is to integrate these different datasets and examine how GPT-4o can contribute to faster and more reliable data analysis. Additionally, the research explores the potential of artificial intelligence in improving traditional approaches to environmental data analysis, particularly in terms of accuracy, processing speed, and recognizing relationships between the analyzed datasets. umetna inteligenca GPT-4o obdelava podatkov artificial intelligence GPT-4o data analysis true true false B. Lokmić Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-09-26 10:42:51 2024-11-27 15:54:03 2024-11-28 03:18:27 0000-00-00 00:00:00 2024 0 Celje 0 Celje XII, 79 str. 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 007:004(043.2) 216736771 VS_Lokmic_Benjamin_2024.pdf VS_Lokmic_Benjamin_2024.pdf 1 F0958CE4182C05534455B1BACB635971 50b44bd95f1c91f367900252e65640b023b6cc1a400d037e76bdfb9b322c2a56 d9133d48-7be4-11ef-8e3e-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=185924 Fakulteta za logistiko 0 0 0