A Passenger Preference Based QoS Improving Model for Aviation System

Dr S. Krishna Mohan Rao; Dr B.V. Rama Krishna; S.V.G. Krishna Desharaju

Volume : X, Issue : II, February - 2020

A Passenger Preference Based QoS Improving Model for Aviation System

Dr S. Krishna Mohan Rao, Dr B. V. Rama Krishna, S. V. G. Krishna Desharaju

Abstract :

Passenger services getting high priority and demanding effective QoS from Aerodrome authorities. Many approaches proposed by surveyors and analysts to improve the services provided to passengers within airport and during aviation. In this paper a machine learning model oriented analysis approach proposed tom support QoS, decision making systems, trend estimators effectively track the passenger preferences. The approach uses training data collected from various passenger related services offered by aircraft aviation systems subjected to learning tools analysis. Identifying the best services that can be offered to passengers based on portfolios analysis, categories analysis and past experience based data analysis. The results are examined with real time training samples for improvement factor estimation over traditional approaches followed for passenger service providence system. The model also supports customizable journeys according to passenger preferences as an auto preference analyzer tool.