20.500.12556/DKUM-98183 Analiza kakovosti prototipnih programskih rešitev, razvitih s pomočjo umetne inteligence magistrsko delo Analysis of the quality of prototype software solutions developed with the help of artificial intelligence Uporaba orodij umetne inteligence je vse pogostejša predvsem na področju informatike in računalništva. Umetna inteligenca (UI) pohitri razvoj programske opreme in zmanjša stroške razvoja. Orodja, kot so inteligentni klepetalniki, omogočajo generiranje kode in pohitrijo razvoj prototipnih programskih rešitev. V magistrskem delu nas je zanimala kakovost prototipnih programskih rešitev, razvitih s pomočjo umetne inteligence. V okviru magistrske naloge smo izvedli dva eksperimenta, dve elektronski spletni anketi in sistematični pregled literature, s pomočjo česar smo skušali ugotoviti kakovost prototipnih programskih rešitev tako z vidika kakovosti ustvarjene programske kode kot tudi z vidika uporabniške izkušnje, ki jo zagotavljajo razviti prototipi. Inteligentni klepetalniki ustvarijo delujoče prototipe, vendar kakovost le-teh ni enotna v vseh vidikih kakovosti. Rezultati prvega eksperimenta in elektronske ankete kažejo, da inteligentni klepetalniki ustvarijo delujočo in sintaktično kakovostno programsko kodo. V drugem eksperimentu smo prototipe vrednotili z vidika uporabnosti in uporabniške izkušnje. Z vidika uporabnosti in uporabniške izkušnje so prototipi uporabni in enostavni za uporabo, vendar sta njihova uporabniška izkušnja in splošna uporabnost slabši. S sistematičnim pregledom literature ugotavljamo, da umetna inteligenca pospeši razvoj in prototipiranje, vendar kakovost ustvarjenih rešitev ni samoumevna. Inteligentni klepetalniki so koristno podporno orodje, a ustvarjene rešitve zahtevajo človekovo testiranje, preverjanje in nadzor. The use of artificial intelligence tools is becoming increasingly common, especially in the fields of informatics and computer science. Artificial intelligence (AI) accelerates software development and reduces development costs. Tools such as intelligent chatbots enable code generation and speed up the development of prototype software solutions. In this master’s thesis, we examined the quality of prototype software solutions developed with the help of artificial intelligence. As part of the thesis, we conducted two experiments, two online surveys, and a systematic literature review, through which we sought to determine the quality of prototype software solutions both from the perspective of the quality of the generated source code and from the perspective of the user experience provided by the developed prototypes. Intelligent chatbots generate functional prototypes, but their quality is not consistent across all quality aspects. The results of the first experiment and online survey show that intelligent chatbots generate functional and syntactically high-quality source code. In the second experiment, we evaluated the prototypes from the perspective of usability and user experience. From the perspective of usability and user experience, the prototypes are useful and easy to use; however, their user experience and overall usability are poorer. Through the systematic literature review, we found that artificial intelligence accelerates development and prototyping, but the quality of the generated solutions cannot be taken for granted. Intelligent chatbots are a useful supporting tool, but the solutions they generate require human testing, verification, and oversight. umetna inteligenca inteligentni klepetalniki prototipi programskih rešitev kakovost uporabnost artificial intelligence intelligent chatbots software prototypes quality usability true true false [P. Vezjak] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2026-05-23 10:33:21 2026-06-29 14:18:17 2026-07-03 03:09:40 0000-00-00 00:00:00 2026 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (IX, 96 str.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.414.32:004.8(043.2) 283406083 MAG_Vezjak_Peter_2026.pdf MAG_Vezjak_Peter_2026.pdf 1 A6CDCBDC9C2009BC90D6CFC2D0CD4C0F f8c23ebfb23e1e0711cd68ba61f7b36d18d0cb31854d92b1eacfff74286f4265 d01cc9c1-6d8d-11f1-b8d3-00155d580e34 https://dk.um.si/Dokument.php?lang=slv&id=207402 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0