Airline ticket price and demand prediction: A survey
نویسندگان
چکیده
Nowadays, airline ticket prices can vary dynamically and significantly for the same flight, even nearby seats within cabin. Customers are seeking to get lowest price while airlines trying keep their overall revenue as high possible maximize profit. Airlines use various kinds of computational techniques increase such demand prediction discrimination. From customer side, two models proposed by different researchers save money customers: that predict optimal time buy a minimum price. In this paper, we present review side models. Our analysis shows on both sides rely limited set features historical data, purchase date departure date. Features extracted from external factors social media data search engine query not considered. Therefore, introduce discuss concept using ticket/demand prediction.
منابع مشابه
To Buy or Not to Buy: Mining Airline Fare Data to Minimize Ticket Purchase Price
! " #%$& ' ( %#) * # + -,
متن کاملAn agent for optimizing airline ticket purchasing
Buying airline tickets is an ubiquitous task in which it is difficult for humans to minimize cost due to insufficient information. Even with historical data available for inspection (a recent addition to some travel reservation websites), it is difficult to assess how purchase timing translates into changes in expected cost. To address this problem, we introduce an agent which is able to optimi...
متن کاملDeveloping a Model Agent-based Airline Ticket Auctioning System
Large body of recent work has been devoted to multi-agent systems utilized in e-commerce scenarios. In particular, autonomous software agents participating in auctions have attracted a lot of attention. Interestingly, most of these studies involve purely virtual scenarios. In an initial attempt to fill this gap we discuss a model agent-based e-commerce system modified to serve as an airline tic...
متن کاملPrice of Airline Frequency Competition
Frequency competition influences capacity allocation decisions in airline markets and has important implications to airline profitability and airport congestion. Market share of a competing airline is a function of its frequency share and the relationship between the two is pivotal for understanding the impacts of frequency competition on airline business. Based on the most commonly accepted fo...
متن کاملFirm financial condition and airline price wars
A firm that knows that cutting price may trigger a price war must weigh present versus future gains and losses when considering such a move. The firm’s financial situation can affect how it values such tradeoffs. Using data on 14 major airlines between 1985 and 1992, I test the hypothesis that firms in worse financial condition are more likely to start price wars. Empirical results suggest that...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of King Saud University - Computer and Information Sciences
سال: 2021
ISSN: ['2213-1248', '1319-1578']
DOI: https://doi.org/10.1016/j.jksuci.2019.02.001