Ontology generation for flight safety messages in air traffic management

Journal of Big Data

Seyed Reza Kamel Tabbakh¹  Seyed Javad Mahdavi Chabok¹  Mahdi Yousefzadeh Aghdam²  Maryam kheyrabadi² 

[1] Department of Computer Engineering, Mashhad Branch, Islamic Azad University, Mashhad, Iran;Department of Computer Engineering, Neyshobur Branch, Islamic Azad University, Neyshabur, Iran;

关键词: Ontology;    Semantic web;    Air traffic flow;    IPS-based aviation networks;    Ontology;    Protégé;   

DOI  :  10.1186/s40537-021-00449-3

来源: Springer

【 摘 要 】

The analysis of various data is a challenging issue in the field of air traffic flow management (ATFM). Managing a large volume of data and their correct interpretation plays a key role in the prevention of air accidents, human errors, and flight interactions. In general, pilots and flight navigators deal with massive and variety information, including flight safety messages, meteorological messages, aviation notes for air man (NOTAMs) and etc. Therefore relationship between Heterogeneous big data is problem. Recently, the semantic web has been recognized as a novel foundation of knowledge management that relies on ontology (concept modeling language). The present study aimed to propose an efficient infrastructure for ATMs by defining the concepts, rules, and relationships between the concepts related to the scope of flight information. To this end, we designed and implemented the ontology of flight safety messages, which included an important part of flight operation information. In this research, the internet protocol suite (IPS)-based aviation networks and methontology methodology were exploited for the engineering of the ontology of flight messages. In addition, the implementation process was carried out using the Protégé software. The analysis of the system was performed using the actual data of Mashhad Airport, Iran. Finally, the implementation of the ontology of flight messages was demonstrated after a case study of several flight examples. The developed ontology could be incorporated into the foundation of an aeronautical telecommunication network (ATN) aviation network as an application.

【 授权许可】

CC BY