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master's thesis
Stvaranje naredbi jezika SQL iz prirodnog jezika
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:317410
Matijaščić, Mihael
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Matijaščić, M. (2022). Stvaranje naredbi jezika SQL iz prirodnog jezika (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:317410

Matijaščić, Mihael. "Stvaranje naredbi jezika SQL iz prirodnog jezika." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:317410

Matijaščić, Mihael. "Stvaranje naredbi jezika SQL iz prirodnog jezika." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:317410

Matijaščić, M. (2022). 'Stvaranje naredbi jezika SQL iz prirodnog jezika', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 21 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:317410

Matijaščić M. Stvaranje naredbi jezika SQL iz prirodnog jezika [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 June 21] Available at: https://urn.nsk.hr/urn:nbn:hr:168:317410

M. Matijaščić, "Stvaranje naredbi jezika SQL iz prirodnog jezika", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:317410

Metadata
TitleStvaranje naredbi jezika SQL iz prirodnog jezika
Title (english)Generating SQL Instructions from Natural Language
AuthorMihael Matijaščić
MentorGoran Delač (mentor)
Committee memberGoran Delač (predsjednik povjerenstva)
Committee memberKlemo Vladimir (član povjerenstva)
Committee memberSiniša Srbljić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-04, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
ovom diplomskom radu predstavlja se problem pretvaranja korisniˇckog upita prema bazi podataka, napisanog engleskim jezikom, u SQL upit (skra´ceno "Tekst u SQL"). U prvom dijelu rada objašnjavaju se teoretski pojmovi vezani uz navedeni problem. Stoga, spominje se sama obrada ulaznog teksta, te njegova priprema za ulaz u arhitekturu modela koji rješava problem "Text to SQL". Zatim se objašnjavaju teoretski pojmovi vezani uz strukturu modela, kao što su ponavljaju´ce neuronske mreže, te razne varijante takvih mreža. Na kraju prikazuje se primjer jednog modela koji koristi WikiSQL skup podataka za rješavanje problema "Text to SQL"„ te se predstavlja programsko rješenje koje predani korisniˇcki upit iz WikiSQL skupa podataka pretvara u SQL upit pomo´cu prethodnog modela.
Abstract (english)
This thesis presents the problem of converting a user query according to a database, written in English, into an SQL query (in short textit "Text in SQL"). The first part of the paper explains the theoretical concepts related to this problem. Therefore, the processing of the input text itself is mentioned, as well as its preparation for entering the architecture of the model that solves the problem textit "Text to SQL". Then, theoretical concepts related to the structure of the model are explained, such as repetitive neural networks, and various variants of such networks. Finally, an example of a model that uses the WikiSQL dataset to troubleshoot textit "Text to SQL" is presented, and a software solution is presented that converts a submitted user query from the WikiSQL dataset into an SQL query using the previous model.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:317410
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
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Created on2023-01-13 15:34:25