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@inproceedings{29085, author = {Petříček, Martin and Chalupa, Štěpán}, address = {Prague}, booktitle = {10 th INTERNATIONAL CONFERENCE PROCEEDINGS CURRENT TRENDS IN SPA, HOSPITALITY AND TOURISM}, keywords = {Hotel, Optimization, Prediction, SARIMA model}, howpublished = {elektronická verze "online"}, location = {Prague}, isbn = {978-80-7632-076-5}, pages = {210-219}, publisher = {Institute of Hospitality Management and Economics}, title = {USE OF ALGORITHM IN THE PREDICTION OF QUANTITY DEMANDED IN THE ACCOMMODATION SERVICES}, year = {2022} }
TY - JOUR ID - 29085 AU - Petříček, Martin - Chalupa, Štěpán PY - 2022 TI - USE OF ALGORITHM IN THE PREDICTION OF QUANTITY DEMANDED IN THE ACCOMMODATION SERVICES PB - Institute of Hospitality Management and Economics CY - Prague SN - 9788076320765 KW - Hotel, Optimization, Prediction, SARIMA model N2 - Accurate prediction is a key basis for making the proper decisions within the management of any accommodation facility. The prediction of the quantity demanded thus represents one of the basic knowledge of a solid management system. The paper focuses on discussing and presenting the possibilities of using individual prediction techniques based on time series analysis. The SARIMA models, which in their modified form provide an appropriate basis for the application, seem to be a suitable element for the needs of accommodation services. The correct setting of the input values (p, d, q) (P, D, Q) can then be solved by using the presented algorithm based on the Akaike information criterion. ER -
PETŘÍČEK, Martin and Štěpán CHALUPA. USE OF ALGORITHM IN THE PREDICTION OF QUANTITY DEMANDED IN THE ACCOMMODATION SERVICES. Online. In \textit{10 th INTERNATIONAL CONFERENCE PROCEEDINGS CURRENT TRENDS IN SPA, HOSPITALITY AND TOURISM}. Prague: Institute of Hospitality Management and Economics, 2022, p.~210-219. ISBN~978-80-7632-076-5.
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