Analyzing Factors Influencing Flight Delay Prediction

被引:0
|
作者
Dhanawade, Rutuja [1 ]
Deo, Mandar [1 ]
Khanna, Nidhi [1 ]
Deolekar, Rugved V. [1 ]
机构
[1] Vidyalankar Inst Technol, Dept Comp Engn, Mumbai, Maharashtra, India
来源
PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM) | 2019年
关键词
flight delay prediction; factors; flight delay analysis; air-traffic management;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The growing aviation industry has resulted in air-traffic causing flight delays. Flight delays have huge economic impact on airlines and also have harmful environmental effects. Therefore, it is important to detect the major factors influencing flight delay. The factors influencing the flight delay range from natural factors like weather to factors like day, month, etc. This paper gives an insight into the vital factors influencing flight delay. On observing wide variety of flight data, a list of factors responsible for the delay was generated. There are other factors influencing the delay as well, but their scope is limited. This list primarily categorizes delay into two types, namely departure delay and arrival delay. Some of these features influence the flight delay drastically while others have a minor impact. In order to develop an efficient flight delay prediction system, these features along with their degree of impact on the delay must be taken into consideration. This paper attempts at providing a detailed analysis of factors influencing the flight delay.
引用
收藏
页码:1003 / 1007
页数:5
相关论文
共 50 条
  • [1] Factors influencing charter flight departure delay
    Fernandes, Nuno
    Moro, Sergio
    Costa, Carlos J.
    Aparicio, Manuela
    RESEARCH IN TRANSPORTATION BUSINESS AND MANAGEMENT, 2020, 34
  • [2] Analyzing flight delay prediction under concept drift
    Lucas Giusti
    Leonardo Carvalho
    Antonio Tadeu Gomes
    Rafaelli Coutinho
    Jorge Soares
    Eduardo Ogasawara
    Evolving Systems, 2022, 13 : 723 - 736
  • [3] Analyzing flight delay prediction under concept drift
    Giusti, Lucas
    Carvalho, Leonardo
    Gomes, Antonio Tadeu
    Coutinho, Rafaelli
    Soares, Jorge
    Ogasawara, Eduardo
    EVOLVING SYSTEMS, 2022, 13 (05) : 723 - 736
  • [4] The evaluation of factors influencing flight delay at popular destinations of Czech tourists
    Zamkova, Martina
    Prokop, Martin
    34TH INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS (MME 2016), 2016, : 910 - 915
  • [5] ANALYZING FACTORS INFLUENCING MEDULLOBLASTOMA PROGNOSIS
    WATT, TJ
    WINFIELD, JA
    JOURNAL OF NEUROSURGERY, 1987, 67 (03) : 471 - 472
  • [6] Study on flight delay prediction model based on flight networks
    Li, Chuan, 1600, Systems Engineering Society of China (34):
  • [7] Factors influencing the patient delay in STEMI
    Kleinrok, A.
    Puzniak, M.
    Placzkiewicz, D.
    Jastrzebski, T.
    EUROPEAN HEART JOURNAL, 2015, 36 : 423 - 423
  • [8] Influencing Factors of Vocational Delay of Gratification
    Li, Meng-Long
    Ren, Yu-Jia
    PROCEEDINGS OF THE 4TH ANNUAL INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND CONTEMPORARY HUMANITY DEVELOPMENT (SSCHD 2018), 2018, 281 : 458 - 463
  • [9] A novel intelligent approach for flight delay prediction
    Mamdouh, Maged
    Ezzat, Mostafa
    Hefny, Hesham A.
    JOURNAL OF BIG DATA, 2023, 10 (01)
  • [10] FLIGHT DELAY PREDICTION BASED WITH MACHINE LEARNING
    Hatipoglu, Irmak
    Tosun, Omur
    Tosun, Nedret
    LOGFORUM, 2022, 18 (01) : 96 - 107