Investigating Singular Value Decomposition as a Tool for Data Management in Tourism (CROSBI ID 707255)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Kekez, Ivan ; Garbin Praničević, Daniela
engleski
Investigating Singular Value Decomposition as a Tool for Data Management in Tourism
: This paper contains a brief description of a singular value decomposition method as a tool for data management and performance improvement in the context of tourism activities – online hotel ratings. Throughout the paper, the authors introduced elementary linear theory background and SVD mathematical algorithm in a simplified way in order to express its contribution to the analytical value of data. Demonstrated algorithm and achieved results indicate two decisions. To perform high compression despite potential analytical and misinterpretation risks due to the details loss or keeping the data volume, only with minimal reduction for a largely dependent, false, and outlier data
singular value decomposition, tourism, data management, dimensionality reduction
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o prilogu
17-22.
2021.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 16th International Symposium on Operational Research in Slovenia, SOR'21 / Drobne, S. ; Zadnik Stirn, L. ; Kljajić Borštar, M. ; Povh, J. ; Žerovnik, J. - Ljubljana : Slovenian Society Informatika (SDI), Section for Operational Research (SOR)
Drobne, Samo ; Zadnik Stirn, Lidija. ; Kljajic Borstnar, Mirjana ; Povh, Janez ; Zerovnik, Janez
Ljubljana: Slovensko društvo informatika
978-961-6165-57-0
Podaci o skupu
16th International Symposium on Operational Research (SOR 2021)
predavanje
22.09.2021-24.09.2021
online