Investigating singular value decomposition as a tool for data management in tourism

Kekez, Ivan; Garbin Praničević, Daniela

Scientific paper - Review paper

Investigating singular value decomposition as a tool for data management in tourism

In: Proceedings of the 16 th International Symposium on Operational Research in Slovenia. Ljubljana: Slovenian Society INFORMATIKA – Section for Operational Research, 2021. pp. 17-21. urn:nbn:hr:124:413510

Kekez, Ivan; Garbin Praničević, Daniela

Institutional repository: REFST

Cite this document

APA 6th Edition

Kekez, I. & Garbin Praničević, D. (2021). Investigating singular value decomposition as a tool for data management in tourism. Proceedings of the 16 th International Symposium on Operational Research in Slovenia (pp. 17-21). Ljubljana: Slovenian Society INFORMATIKA – Section for Operational Research. Retrieved from https://urn.nsk.hr/urn:nbn:hr:124:413510

MLA 8th Edition

Kekez, Ivan and Daniela Garbin Praničević. "Investigating singular value decomposition as a tool for data management in tourism." Proceedings of the 16 th International Symposium on Operational Research in Slovenia, Slovenian Society INFORMATIKA – Section for Operational Research, 2021, pp. 17-21. https://urn.nsk.hr/urn:nbn:hr:124:413510

Chicago 17th Edition

Kekez, Ivan and Daniela Garbin Praničević. "Investigating singular value decomposition as a tool for data management in tourism." In Proceedings of the 16 th International Symposium on Operational Research in Slovenia, 17-21. Ljubljana: Slovenian Society INFORMATIKA – Section for Operational Research, 2021. Accessed 2025 January 06. https://urn.nsk.hr/urn:nbn:hr:124:413510

Harvard

Kekez, I. and Garbin Praničević, D. (2021) 'Investigating singular value decomposition as a tool for data management in tourism', Proceedings of the 16 th International Symposium on Operational Research in Slovenia, Slovenian Society INFORMATIKA – Section for Operational Research, Ljubljana, pp. 17-21. Available at: https://urn.nsk.hr/urn:nbn:hr:124:413510 (Accessed 06 January 2025)

Vancouver

Kekez I, Garbin Praničević D. Investigating singular value decomposition as a tool for data management in tourism. Proceedings of the 16 th International Symposium on Operational Research in Slovenia. Ljubljana: Slovenian Society INFORMATIKA – Section for Operational Research; 2021. Pp. 17-21. [cited 2025 January 06] Available at: https://urn.nsk.hr/urn:nbn:hr:124:413510

IEEE

I. Kekez and D. Garbin Praničević, "Investigating singular value decomposition as a tool for data management in tourism", Proceedings of the 16 th International Symposium on Operational Research in Slovenia Ljubljana: Slovenian Society INFORMATIKA – Section for Operational Research, 2021. [Online] Available at: https://urn.nsk.hr/urn:nbn:hr:124:413510 [Accessed: 06 January 2025]

Cite this item: https://urn.nsk.hr/urn:nbn:hr:124:413510

Metadata

Title (english)	Investigating singular value decomposition as a tool for data management in tourism
Author	Ivan Kekez
Author	Daniela Garbin Praničević
Author's institution	University of Split Faculty of economics Split
Scientific / art field, discipline and subdiscipline	SOCIAL SCIENCES Economics
Abstract (english)	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.
Keywords (english)
Language	english
Publication type	Scientific paper - Review paper
Publication status	Published
Peer review	Peer review - international
Publication version	Published version
Publication title	Proceedings of the 16 th International Symposium on Operational Research in Slovenia
Numbering	pp. 17-21
ISBN	978-961-6165-57-0
URN:NBN	urn:nbn:hr:124:413510
Publication	2021
Conference	Title: 16 th International Symposium on Operational Research in Slovenia Acronym: SOR'21 Location: online, Slovenia Start date: 2021-09-22 End date: 2021-09-24 Assembly type: Lecture
Type of resource	Text
Publisher	Slovenian Society INFORMATIKA – Section for Operational Research
Publishing place	Ljubljana
Access conditions	Open access
Terms of use
Created on	2024-09-12 10:06:36

Search form