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Title: :  Closest Neighbor Search for Hotel Recommendation by Multiple Keywords
PaperId: :  4852
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-4852
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Trupti ShendkarRMDSSOE, Warje Pune
Gauri VasoRMDSSOE, Warje Pune
Rohan NavaleRMDSSOE, Warje Pune
Pradnya KastureRMDSSOE, Warje Pune

Abstract

Computer Engineering
Nearest Neighbor Search, Boyer Moore Horspool Algorithm, k-NN algorithm, Multiple Keyword Search
The searching of nearest neighbor is based on basically k-NN algorithm. In this system the k-NN algorithm is used for finding the closest location which is satisfying the user requirements by fetching the data from the stored database. In the earlier days the nearest neighbor retrieval was based on spatial index. The spatial index algorithm was having some drawbacks like space and time complexities. Also there was less speed for execution and not much user friendly. Our system uses Boyer Moore Horspool algorithm for pattern matching that is matching the keywords given by user with existing database. The main goal of this system is to find out the closest location from the user’s current location with fulfilling all the user entered menus for the hotels. For example instead of mentioning the names of the hotels search for menus required. For example if user searches for “Biryani, Paneer tikka, Chinese” then the system searches for these keywords and matches with database. And recommends the list of hotels with highest priorities. This system deals with multidimensional and give the response of all nearest neighbors in real time.

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IJARIIE Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. "Closest Neighbor Search for Hotel Recommendation by Multiple Keywords" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 5010-5012
MLA Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. "Closest Neighbor Search for Hotel Recommendation by Multiple Keywords." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 5010-5012.
APA Trupti Shendkar, Gauri Vaso, Rohan Navale, & Pradnya Kasture. (2017). Closest Neighbor Search for Hotel Recommendation by Multiple Keywords. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 5010-5012.
Chicago Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. "Closest Neighbor Search for Hotel Recommendation by Multiple Keywords." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 5010-5012.
Oxford Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. 'Closest Neighbor Search for Hotel Recommendation by Multiple Keywords', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 5010-5012. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Closest_Neighbor_Search_for_Hotel_Recommendation_by_Multiple_Keywords_ijariie4852.pdf (Accessed : ).
Harvard Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. (2017) 'Closest Neighbor Search for Hotel Recommendation by Multiple Keywords', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 5010-5012IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Closest_Neighbor_Search_for_Hotel_Recommendation_by_Multiple_Keywords_ijariie4852.pdf (Accessed : )
IEEE Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture, "Closest Neighbor Search for Hotel Recommendation by Multiple Keywords," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 5010-5012, Mar-App 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/Closest_Neighbor_Search_for_Hotel_Recommendation_by_Multiple_Keywords_ijariie4852.pdf [Accessed : ].
Turabian Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. "Closest Neighbor Search for Hotel Recommendation by Multiple Keywords." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 ().
Vancouver Trupti Shendkar, Gauri Vaso, Rohan Navale, and Pradnya Kasture. Closest Neighbor Search for Hotel Recommendation by Multiple Keywords. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(2) : 5010-5012. Available from: https://ijariie.com/AdminUploadPdf/Closest_Neighbor_Search_for_Hotel_Recommendation_by_Multiple_Keywords_ijariie4852.pdf
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