Using machine learning and big data for efficient forecasting of hotel booking cancellations
Author:
Publisher
Elsevier BV
Subject
Strategy and Management,Tourism, Leisure and Hospitality Management
Reference103 articles.
1. Basic concepts of artificial neural network (ANN) modeling and its application in pharmaceutical research;Agatonovic-Kustrin;J. Pharm. Biomed. Anal.,2000
2. Diagnostic tests 1: sensitivity and specificity;Altman;BMJ,1994
3. Improving support vector machine classifiers by modifying kernel functions;Amari;Neural Netw.,1999
4. Predicting hotel booking cancellations to decrease uncertainty and increase revenue;Antonio;Tour. Manag. Stud.,2017
5. Predicting hotel bookings cancellation with a machine learning classification model;Antonio;2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA),2017
Cited by 56 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Tackling no-shows in fine dining: insights into cancellation policies and consumer awareness campaigns;Journal of Revenue and Pricing Management;2024-08-06
2. Decoding the future: Proposing an interpretable machine learning model for hotel occupancy forecasting using principal component analysis;International Journal of Hospitality Management;2024-08
3. Explainable profit-driven hotel booking cancellation prediction based on heterogeneous stacking-based ensemble classification;European Journal of Operational Research;2024-08
4. Detecting Short-Notice Cancellation in Hotels with Machine Learning;ITISE 2024;2024-07-15
5. Delineation of Artificial Intelligence in the Hospitality and Tourism Industries;Advances in Hospitality, Tourism, and the Services Industry;2024-06-30
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3