prikaz prve stranice dokumenta Proces otkrivanja znanja primjenom tehnika rudarenja podataka
  Download
PDF 3.43 MB
master's thesis
Proces otkrivanja znanja primjenom tehnika rudarenja podataka
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2016. urn:nbn:hr:235:748117
Ivandić, Viktorija
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

Cite this document

Ivandić, V. (2016). Proces otkrivanja znanja primjenom tehnika rudarenja podataka (Master's thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:748117

Ivandić, Viktorija. "Proces otkrivanja znanja primjenom tehnika rudarenja podataka." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2016. https://urn.nsk.hr/urn:nbn:hr:235:748117

Ivandić, Viktorija. "Proces otkrivanja znanja primjenom tehnika rudarenja podataka." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2016. https://urn.nsk.hr/urn:nbn:hr:235:748117

Ivandić, V. (2016). 'Proces otkrivanja znanja primjenom tehnika rudarenja podataka', Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 01 August 2024, https://urn.nsk.hr/urn:nbn:hr:235:748117

Ivandić V. Proces otkrivanja znanja primjenom tehnika rudarenja podataka [Master's thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2016 [cited 2024 August 01] Available at: https://urn.nsk.hr/urn:nbn:hr:235:748117

V. Ivandić, "Proces otkrivanja znanja primjenom tehnika rudarenja podataka", Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2016. Available at: https://urn.nsk.hr/urn:nbn:hr:235:748117

Metadata
TitleProces otkrivanja znanja primjenom tehnika rudarenja podataka
Title (english)Process of discovering knowledge using data mining techniques
AuthorViktorija Ivandić
MentorDragutin Lisjak (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2016-12-08, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
U radu su prikazane teorijske osnove poslovne inteligencije i rudarenja podataka. Detaljno je opisan proces rudarenja podataka koji je primijenjen na setu podataka o vojnim i civilnim zrakoplovnim nesrećama koje su se dogodile u razdoblju od 1908. do 2009. godine. Podaci su najprije deskriptivno analizirani te su modelirani procesi klasifikacije, klasterizacije i tekstualne analize. Procesi su rezultirali predikcijom na temu hoće li biti preživjelih putnika u nesreći, grupiranjem tipova zrakoplova, te asocijativnim pravilima koja daju informaciju o najčešćim uzrocima zrakoplovnih nesreća. Opisano je i kako se ti rezultati mogu iskoristiti u budućnosti.
Abstract (english)
This paper presents the theoretical foundations of business intelligence and data mining. It describes in detail the process of data mining applied to a data set of military and civil aviation accidents that occured in the period from 1908 to 2009. The data was first analyzed descriptively. In addition to that the classification, clustering and text analysis processes were modeled. The processes have resulted in the prediction of the topic if there will be surviving passengers after occured accident, grouping similar aircraft types based on the overall accident occurance, and associative rules that provide information about the most common causes of these kind of accidents. In the end, a description how these results could be used in the future research has been given.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:748117
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2019-05-22 17:59:53