{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T12:01:21Z","timestamp":1770292881800,"version":"3.49.0"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/innovations.2018.8606022","type":"proceedings-article","created":{"date-parts":[[2019,1,10]],"date-time":"2019-01-10T18:21:01Z","timestamp":1547144461000},"page":"169-174","source":"Crossref","is-referenced-by-count":12,"title":["Automatic Detection of Airline Ticket Price and Demand: A review"],"prefix":"10.1109","author":[{"given":"Juhar Ahmed","family":"Abdella","sequence":"first","affiliation":[]},{"given":"Nazar","family":"Zaki","sequence":"additional","affiliation":[]},{"given":"Khaled","family":"Shuaib","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/0364-0213(90)90002-E"},{"key":"ref32","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS'12 Proceedings of the 25th International Conference on Neural Information Processing Systems Lake Tahoe Nevada"},{"key":"ref31","article-title":"A Model of Optimal Consumer Search and Price Discrimination in the Airline Industry","author":"david","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.retrec.2017.03.003"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"2114","DOI":"10.1287\/mnsc.2013.1860","article-title":"Are consumers strategic? Structural estimation from the air-travel industry","volume":"60","author":"granados","year":"2014","journal-title":"Management Science"},{"key":"ref35","article-title":"A regression model for predicting optimal purchase timing for airline tickets","author":"william","year":"2011","journal-title":"Technical Report"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1167"},{"key":"ref10","article-title":"OTPS: A decision support service for optimal airfare Ticket Purchase","author":"yuchang","year":"2017","journal-title":"IEEE International Conference on Big Data"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081365"},{"key":"ref12","article-title":"Deep Regressor Stacking for Air Ticket Prices Prediction","author":"mastelini","year":"2017","journal-title":"XIII Brazilian Symposium on Information Systems Information Systems for Participatory Digital Governance"},{"key":"ref13","article-title":"ACER: An adaptive context-aware ensemble regression model for airfare price prediction","author":"tao","year":"2017","journal-title":"International Conference on Progress in Informatics and Computing (PIC)"},{"key":"ref14","article-title":"An airfare prediction model for developing markets","author":"hoang","year":"2018","journal-title":"International Conference on Information Networking (ICOIN)"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/j.jairtraman.2008.09.017","article-title":"Pricing strategies of low-cost airlines: The Ryanair case study","volume":"15","author":"paolo","year":"2009","journal-title":"Journal of Air Transport Management"},{"key":"ref16","article-title":"Dynamic pricing considering strategic customers","author":"yongli","year":"2016","journal-title":"International Conference on Logistics Informatics and Service Sciences (LISS)"},{"key":"ref17","article-title":"Robust Dynamic Pricing With Strategic Customers","author":"yiwei","year":"2015","journal-title":"EC '15 Proceedings of the Sixteenth ACM Conference on Economics and Computation"},{"key":"ref18","article-title":"MAP: Frequency-Based Maximization of Airline Profits based on an Ensemble Forecasting Approach","author":"bo","year":"2016","journal-title":"KDD"},{"key":"ref19","article-title":"A user behavior-based ticket sales prediction using data mining tools: An empirical study in an OTA company","author":"hui","year":"2014","journal-title":"11th International Conference on Service Systems and Service Management (ICSSSM)"},{"key":"ref28","article-title":"Airline price discrimination: a practice of yield management or customer profiling?","author":"efthymios","year":"2014","journal-title":"43rd EMAC Conference Anonymous Paradigm shifts and interactions Valencia"},{"key":"ref4","article-title":"On optimizing airline ticket purchase timing","volume":"7","author":"w","year":"2015","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1016\/j.jairtraman.2011.02.009","article-title":"A case study of pricing strategies in European airline markets: The London&#x2013;Amsterdam route","volume":"17","author":"marco","year":"2011","journal-title":"Journal of Air Transport Management"},{"key":"ref3","article-title":"An agent for optimizing airline ticket purchasing","author":"gini","year":"2013","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"key":"ref6","article-title":"An ensemble learning based approach for building airfare forecast service","author":"yuwen","year":"2015","journal-title":"IEEE International Conference on Big Data (Big Data)"},{"key":"ref29","article-title":"A linear quantile mixed regression model for prediction of airline ticket prices","author":"janssen","year":"2014","journal-title":"Radboud University"},{"key":"ref5","article-title":"A data-mining approach to travel price forecasting","author":"till","year":"2011","journal-title":"10th International Conference on Machine Learning and Applications and Workshops (ICMLA)"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.jairtraman.2014.06.010","article-title":"Optimal purchase timing in the airline market","volume":"40","author":"santos","year":"2014","journal-title":"Journal of Air Transport Management"},{"key":"ref7","article-title":"Data-driven Modeling of Airlines Pricing","author":"anastasia","year":"2015","journal-title":"Procedia Computer Science"},{"key":"ref2","article-title":"To buy or not to buy: mining airfare data to minimize ticket purchase price","author":"oren","year":"2003","journal-title":"9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining"},{"key":"ref9","first-page":"10","article-title":"Airfare Analysis And Prediction Using Data Mining And Machine Learning","volume":"6","author":"bhavuk","year":"2017","journal-title":"International Journal of Engineering Science Invention"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1016\/j.tourman.2013.08.008","article-title":"Prices, prices and prices: A study in the airline sector","volume":"41","author":"yeamduan","year":"2014","journal-title":"Tourism Management"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.tra.2014.05.003","article-title":"Estimating flight-level price elasticities using online airline data: A first step toward integrating pricing, demand, and revenue optimization","volume":"66","author":"stacey","year":"2014","journal-title":"Transportation Research Part A Policy and Practice"},{"key":"ref22","first-page":"30","article-title":"Personalized Air Travel Prediction: A Multi-factor Perspective","volume":"9","author":"jie","year":"2018","journal-title":"ACM Transactions on Intelligent Systems and Technology (TIST)"},{"key":"ref21","first-page":"61","article-title":"Data driven frequency-based airline profit maximization","volume":"8","author":"bo","year":"0","journal-title":"ACM Transactions on Intelligent Systems and Technology (TIST)"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/j.jairtraman.2017.06.030","article-title":"Passenger booking timing for low-cost airlines: A continuous logit approach","volume":"64","author":"chieh-hua","year":"2017","journal-title":"Journal of Air Transport Management"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.econlet.2014.04.012"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1016\/j.jairtraman.2009.07.002","article-title":"Weekend effect in airfare pricing","volume":"16","author":"benny","year":"2010","journal-title":"Journal of Air Transport Management"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jebo.2012.09.022"}],"event":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","location":"Al Ain","start":{"date-parts":[[2018,11,18]]},"end":{"date-parts":[[2018,11,19]]}},"container-title":["2018 International Conference on Innovations in Information Technology (IIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8593336\/8605941\/08606022.pdf?arnumber=8606022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,11]],"date-time":"2019-02-11T20:22:09Z","timestamp":1549916529000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8606022\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/innovations.2018.8606022","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}