Generiranje obavijesti na hrvatskom jeziku u pametnoj okolini Interneta stvari

master's thesis

• Title (english): Generating Croatian language notifications in Internet of Things smart environments
• Author: Magdalena Šimunec
• Mentor: Marin Vuković (mentor)
• Committee member: Marin Vuković (predsjednik povjerenstva)
• Committee member: Mario Kušek (član povjerenstva)
• Committee member: Krešimir Pripužić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-02-16, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

U ovom je radu obrađen samo jedan scenarij koji jasno prikazuje potrebu za razvojem generiranja obavijesti na hrvatskom jeziku, te općenito potrebu za razvojem visokojezičnih rješenja posebice za manjinske jezike poput hrvatskog. Opisana je i isprobana nekolicina različitih metoda i modela generiranja obavijesti na hrvatskom jeziku u pametnoj okolini Interneta stvari. Prikazom i analizom rezultata objašnjeni su nedostaci postojećih rješenja, predložene su i implementirane neke od mogućnosti poboljšanja, te navedene daljnje mogućnosti razvoja koje bi omogućile implementiranje komponenti i kompleksnijih sustava i samim time poboljšanja na području obrade prirodnog hrvatskog jezika.

Abstract (english)

This paper describes only once scenario which clearly shows the need for the development of the notification generation in Croatian, and in general the need for the development of high-language solutions, especially for minority languages such as Croatian. Several different methods and models for generating notifications in Croatian in the smart environment of the Internet of Things are described and tested. The presentation and analysis of the results explained the shortcomings of the existing solutions, suggested and implemented some of the possibilities for improvement, and listed further development possibilities that would enable the implementation of components and more complex systems and thus improvements in the field of natural language processing in Croatian.

• Keywords: Internet stvari; hrvatski; NLG; generiranje prirodnog jezika; generiranje obavijesti; transformeri; sBERT; sličnost rečenica
• Keywords (english): IoT; Croatian; NLG; natural language generation; notification generation; transformers; sBERT; Sentence similarity
• Language: croatian
• URN:NBN: urn:nbn:hr:168:592390
• Study programme: Title: Information and Communication Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-07-13 10:35:45