20.500.12556/DKUM-90210 Klasifikacija poslovnih dokumentov z umetno inteligenco Classification of business documents with artificial intelligence V diplomskem delu se osredotočamo na uporabo umetne inteligence v dokumentnih sistemih in na njen vpliv na optimizacijo poslovnih procesov. Namen dela je raziskati, kako lahko umetna inteligenca izboljša učinkovitost, produktivnost ter odločanje na podlagi pridobljenih podatkov. Področje raziskave zajema potencialno integracijo umetne inteligence v obstoječe dokumentne sisteme podjetij. Za izvedbo raziskave smo uporabili metode, kot so anketiranje zaposlenih v podjetjih, analizo in pregled literature in študije primerov. V anketi smo zbirali podatke o poznavanju in uporabi umetne inteligence ter mnenja glede njene implementacije v dokumentne sisteme. Rezultati raziskave kažejo, da večina anketirancev pozna potencial umetne inteligence in vidi največji doprinos pri uporabi le-te pri iskanju dokumentov v naravnem jeziku. Kljub temu obstajajo pomisleki glede varnosti podatkov, etičnih vprašanj in pomanjkanja nadzora. V zaključku želimo poudariti, da ima umetna inteligenca velik vpliv na izboljšanje poslovnih procesov, učinkovitost in kakovost poslovanja, vendar je potrebna skrbna implementacija z ustreznimi varnostnimi in etičnimi ukrepi. In this thesis, we focus on the use of artificial intelligence in document management systems and its impact on the optimization of business processes. The purpose of the work is to explore how artificial intelligence can enhance efficiency, productivity, and decision-making based on the data obtained. The research area includes the potential integration of artificial intelligence into existing document management systems. For the research, we used methods such as an employee survey in various companies, literature review, and case studies. The survey collected data on the knowledge and usage of artificial intelligence, as well as opinions on its implementation in document management systems. The research results indicate that most respondents recognize the potential of artificial intelligence, seeing its greatest benefit in the optimization of use, particularly in improving document search in natural language. However, concerns remain regarding data security, ethical issues, and lack of control. In conclusion, it is emphasized that artificial intelligence has significant potential to improve business processes and the efficiency and quality of operations. Nonetheless, careful implementation with appropriate security and ethical measures is necessary. umetna inteligenca dokumentni sistemi optimizacija poslovnih procesov varnost podatkov Artificial intelligence document management systems optimization of business processes data security true true false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-08-26 13:24:23 2024-10-16 10:19:39 2024-10-17 03:10:09 0000-00-00 00:00:00 2024 0 Kranj 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 211741443 UN_Mesic_Lina_2024.pdf UN_Mesic_Lina_2024.pdf 1 0032E1A70AFEE403BE503231C402A35B 10e64d50e41824b1894d2a37e4f353253a049f6e6ff311887b9f038020a06bb5 f8acf697-6450-11ef-af0b-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=183435 Fakulteta za organizacijske vede 0 0 0