Implementation of hotel booking cancellation using machine learning algorithms

Implementation of hotel booking cancellation using machine learning algorithms

Registration ID: IJNRD_181099

Published ID: IJNRD2204126

DOI: Click Here to Get

Abhishek Bhilare , Abhayjeet Singh , Nitin Jutlor , Payel Thakur

Booking cancellation; hospitality; machine learning; predictive modeling; prototyping; revenue management

Eventzone is a system based on accessing the internet to book a venue for an event .The study aims to develop and an online hotel booking system for various events, in place of the traditional manual ones. The use of online view of booking rates and uploading of available slots and facilities were used so that the organizations can view and make their choice before the event, and also on the same day. But when it comes to cancel the booked slot you can even cancel it. The cancellation fee for bookings in the online booking industry is pretty high. After the reservation is cancelled, hardly anything can be done. This creates discomfort for many organizations as well as the venue owner and creates a desire to take precautions. Therefore, by predicting the booking to be cancelled and preventing them will create a good value for both the sides. Machine Learning will predict the future cancellations precisely.

Published Paper   E-Certificate

"Implementation of hotel booking cancellation using machine learning algorithms", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.7, Issue 4, page no.1007-1010, April-2022, Available :https://ijnrd.org/papers/IJNRD2204126.pdf

Volume 7 Issue 4, April-2022

Pages : 1007-1010

Paper Reg. ID: IJNRD_181099

Published Paper Id: IJNRD2204126

Downloads: 000121186

Research Area: Engineering

Country: Navi Mumbai, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2204126.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2204126

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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