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Title: :  Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm
PaperId: :  16355
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16355
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prasad YawalkarKCE’s College of Engineering and Management, Jalgaon, Maharashtra, India
Suryakant MahajanKCE’s College of Engineering and Management, Jalgaon, Maharashtra, India
Divyani DhageKCE’s College of Engineering and Management, Jalgaon, Maharashtra, India
Ms. Pooja V. NavalKCE’s College of Engineering and Management, Jalgaon, Maharashtra, India

Abstract

Computer Engineering
Tourism, GPS, KNN, Tourist-spot, Recommendation system
Mumbai City presents a unique experience that is unmatched to any other destination. Mumbai is the city of aspirations, power, wealth, glamour and nightlife along with stretches of shimmering beaches, caves, magnificent architecture, religious sites and a mouth-watering cuisine. With all this exciting and varied recreational opportunities Mumbai tourism offers a wholesome holiday experience. Various information about tourism developments, supporting facilities, tourism objects, visitor information about the locals is important information to know. However, many unknown places are worth a visit but people do not know about their existence, because of the lack of public information. The purpose of this paper is to design an application on an Android Smartphone for Tourist Guide for Mumbai. In this research K-Nearest Neighbor (KNN) is used to provide the nearby locations. A model is trained using the publicly available dataset (latitudes and longitudes) to query the traveler’s spot using GPS and acquire its location.

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IJARIIE Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. "Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 2 2022 Page 1403-1406
MLA Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. "Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 8.2(2022) : 1403-1406.
APA Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, & Ms. Pooja V. Naval. (2022). Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1403-1406.
Chicago Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. "Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 2 (2022) : 1403-1406.
Oxford Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. 'Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, 2022, p. 1403-1406. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Tourist_Guide_for_Mumbai_City_Using_K_Nearest_Neighbor__KNN__Algorithm_ijariie16355.pdf (Accessed : 24 December 2025).
Harvard Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. (2022) 'Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1403-1406IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Tourist_Guide_for_Mumbai_City_Using_K_Nearest_Neighbor__KNN__Algorithm_ijariie16355.pdf (Accessed : 24 December 2025)
IEEE Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval, "Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, pp. 1403-1406, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Tourist_Guide_for_Mumbai_City_Using_K_Nearest_Neighbor__KNN__Algorithm_ijariie16355.pdf [Accessed : 24 December 2025].
Turabian Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. "Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 2 (24 December 2025).
Vancouver Prasad Yawalkar, Suryakant Mahajan, Divyani Dhage, and Ms. Pooja V. Naval. Tourist Guide for Mumbai City Using K-Nearest Neighbor (KNN) Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 24 December 2025]; 8(2) : 1403-1406. Available from: https://ijariie.com/AdminUploadPdf/Tourist_Guide_for_Mumbai_City_Using_K_Nearest_Neighbor__KNN__Algorithm_ijariie16355.pdf
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