TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION

TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION

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The paper makes an attempt to justify the necessity of implementing recommendation system which will assist tourists in identification of their ideal holiday. The proposed recommendation system based on collaborative filtering notes positive impulses in the case of Macedonia. A software module is de...

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Bibliographic Details
Main Authors: Biljana PETREVSKA, Saso KOCESKI
Format: Article
Language:English
Published: Universitatii Suceava 2012-12-01
Series:Revista de Turism: Studii si Cercetari in Turism
Subjects:
Collaborative filtering
Tourism web-portal
Tourist profiling
Recommendation system
Online Access:http://revistadeturism.ro/index.php/rdt/article/view/23
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spelling doaj-74e343112cff4a439766ef1e2a3bd6e32021-04-02T20:15:03ZengUniversitatii SuceavaRevista de Turism: Studii si Cercetari in Turism1844-29942012-12-010141118TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATIONBiljana PETREVSKASaso KOCESKIThe paper makes an attempt to justify the necessity of implementing recommendation system which will assist tourists in identification of their ideal holiday. The proposed recommendation system based on collaborative filtering notes positive impulses in the case of Macedonia. A software module is developed being capable to generate a personalized list of favorable and tailor-made items. The research outcomes indicate that the designed national tourism web portal can provide satisfactory performance and may be of high importance to all key-tourism actors in the process of identifying measures necessary for creating competitive tourism product.http://revistadeturism.ro/index.php/rdt/article/view/23Collaborative filteringTourism web-portalTourist profilingRecommendation system
collection DOAJ
language English
format Article
sources DOAJ
author Biljana PETREVSKA
Saso KOCESKI
spellingShingle Biljana PETREVSKA
Saso KOCESKI
TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
Revista de Turism: Studii si Cercetari in Turism
Collaborative filtering
Tourism web-portal
Tourist profiling
Recommendation system
author_facet Biljana PETREVSKA
Saso KOCESKI
author_sort Biljana PETREVSKA
title TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
title_short TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
title_full TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
title_fullStr TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
title_full_unstemmed TOURISM RECOMMENDATION SYSTEM: EMPIRICAL INVESTIGATION
title_sort tourism recommendation system: empirical investigation
publisher Universitatii Suceava
series Revista de Turism: Studii si Cercetari in Turism
issn 1844-2994
publishDate 2012-12-01
description The paper makes an attempt to justify the necessity of implementing recommendation system which will assist tourists in identification of their ideal holiday. The proposed recommendation system based on collaborative filtering notes positive impulses in the case of Macedonia. A software module is developed being capable to generate a personalized list of favorable and tailor-made items. The research outcomes indicate that the designed national tourism web portal can provide satisfactory performance and may be of high importance to all key-tourism actors in the process of identifying measures necessary for creating competitive tourism product.
topic Collaborative filtering
Tourism web-portal
Tourist profiling
Recommendation system
url http://revistadeturism.ro/index.php/rdt/article/view/23
work_keys_str_mv AT biljanapetrevska tourismrecommendationsystemempiricalinvestigation
AT sasokoceski tourismrecommendationsystemempiricalinvestigation
_version_ 1721547581207609344

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