20.500.12556/DKUM-95415 Razvoj čustvene inteligence pri neigrivih likih v videoigrah s pomočjo nevronskih mrež diplomsko delo Development of emotional intelligence in non-playable characters in video games using neural networks V diplomskem delu je opisana implementacija modela za zaznavanje čustvenega tona v besedilu z uporabo nevronskih mrež. Glavni cilj dela je bil implementirati model umetne inteligence, ki razlikuje med pozitivnimi in negativnimi čustvi, ter ga integrirati v videoigro. Po končanem učenju je bil model uvožen v razvojno orodje Unity. Razvita igra simulira interakcijo med dvema likoma, njen cilj pa je demonstracija uporabe modela umetne inteligence in preverjanje, kako učinkoviti so takšni modeli pri uporabi v videoigrah. Igralec skozi igro odgovarja na vprašanja, cilj pa je odgovoriti na način, pri katerem bo model čustva v odgovoru napovedal kot pozitivna. The thesis describes the implementation of a model for detecting the emotional tone in text using neural networks. The main goal of the work was to implement an artificial intelligence model that distinguishes between positive and negative emotions and integrate it into a video game. After training, the model was imported into the Unity development environment. The developed game simulates an interaction between two characters, with the aim of demonstrating the use of the artificial intelligence model and testing how effective such models are in video games. Throughout the game, the player answers questions, with the goal of responding in a way that the model predicts the emotion as positive. umetna inteligenca nevronske mreže naravna obdelava jezika Unity razvoj iger čustva artificial intelligence neural networks natural language processing Unity game development emotions true true false [M. Vrhovnik] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2025-09-17 11:30:50 2025-10-15 13:57:04 2025-12-17 03:14:26 0000-00-00 00:00:00 2025 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (X, 59 str.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8(043.2) 261677827 VS_Vrhovnik_Marko_2025.pdf VS_Vrhovnik_Marko_2025.pdf 1 088656FCD18656608A3FC5BF56E8CE17 967d7ac79cfd8526ed2fb2b5ee786290f8e81ed53bdf455084bd5bce9d13c9b2 66e4a2b7-93c1-11f0-821d-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=198679 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0