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Title: :  A Survey on Travel Package Recommendation
PaperId: :  6156
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 4 2017
DUI:    16.0415/IJARIIE-6156
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Nilesh AhireMET's Institute of Engineering, Nashik
M.U.KharatMET's Institute of Engineering, Nashik

Abstract

Computer Engineering
Travel package, recommender systems, hybrid, topic modeling, collaborative filtering
A recommender system's goal is to generate meaningful recommendations to a set of users for products or items that might interest them. Suggestions for different types of goods on Amazon, or movies on Netflix etc, are actual examples of recommendation system. Recommendation system’s design depends on the domain and also on the particular characteristics of the data which is available. Online travel package information for tourist is playing vital role nowadays. The travel package information which is available online enforces an increasing challenge for tourists who have to choose from a large number of available travel packages for fulfill their personalized needs. Indeed, this article explains a case study of utilizing online travel information for personalized travel package recommendation. Here, the main challenge is to tackle the unique characteristics of travel data, which differentiate travel packages from traditional items of others for recommendation purpose. For this, first examine the characteristics of the previously offered travel packages and develop a tourist-area-season topic (TAST) model. A hybrid approach is developed for travel package recommendation by taking the base of TAST model. A hybrid approach is generated according to the topic model representation so that to form lists for personalized travel package recommendation. Tourist-Relation-Area-Season-Topic (TRAST) model is used for finding out the hidden relationship between the tourists. TRAST model is used as an effective appraisal for travel group formation.

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IJARIIE Nilesh Ahire, and M.U.Kharat. "A Survey on Travel Package Recommendation" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 4 2017 Page 1138-1141
MLA Nilesh Ahire, and M.U.Kharat. "A Survey on Travel Package Recommendation." International Journal Of Advance Research And Innovative Ideas In Education 3.4(2017) : 1138-1141.
APA Nilesh Ahire, & M.U.Kharat. (2017). A Survey on Travel Package Recommendation. International Journal Of Advance Research And Innovative Ideas In Education, 3(4), 1138-1141.
Chicago Nilesh Ahire, and M.U.Kharat. "A Survey on Travel Package Recommendation." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 4 (2017) : 1138-1141.
Oxford Nilesh Ahire, and M.U.Kharat. 'A Survey on Travel Package Recommendation', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, 2017, p. 1138-1141. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Survey_on_Travel_Package_Recommendation_ijariie6156.pdf (Accessed : ).
Harvard Nilesh Ahire, and M.U.Kharat. (2017) 'A Survey on Travel Package Recommendation', International Journal Of Advance Research And Innovative Ideas In Education, 3(4), pp. 1138-1141IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Survey_on_Travel_Package_Recommendation_ijariie6156.pdf (Accessed : )
IEEE Nilesh Ahire, and M.U.Kharat, "A Survey on Travel Package Recommendation," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, pp. 1138-1141, Jul-Aug 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Survey_on_Travel_Package_Recommendation_ijariie6156.pdf [Accessed : ].
Turabian Nilesh Ahire, and M.U.Kharat. "A Survey on Travel Package Recommendation." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 4 ().
Vancouver Nilesh Ahire, and M.U.Kharat. A Survey on Travel Package Recommendation. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(4) : 1138-1141. Available from: http://ijariie.com/AdminUploadPdf/A_Survey_on_Travel_Package_Recommendation_ijariie6156.pdf
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