The Case for Contextualized Knowledge Graphs in Air Traffic Management

Activity: Talk or presentation › Contributed talk › science-to-science

Description

Knowledge graphs represent real-world entities and their relationships with each other, with a broad range of applications in various domains. In this paper, we argue that contextualized knowledge graphs fit naturally with air traffic management, which heavily depends on the timely flow of required information. In particular, we illustrate how the temporality concept of the Aeronautical Information Exchange Model is represented using contextualized knowledge graphs with a temporal dimension. We further explain what spatial, provenance, and other semantic dimensions of context are relevant for air traffic management. We draw from experience with past research projects on the benefits of employing semantic web technologies for air traffic management. Keywords: Resource Description Framework, Aeronautical Information Exchange Model, ATM knowledge graphs, Temporal context.
Period09 Oct 2018
Event title1st International Workshop on Contextualized Knowledge Graphs (CKG 2018) co-located with ISWC 2018, October 9, 2018, Monterey, CA, U.S.A.
Event typeConference
LocationUnited StatesShow on map

Fields of science

  • 102028 Knowledge engineering
  • 102016 IT security
  • 102027 Web engineering
  • 502050 Business informatics
  • 503008 E-learning
  • 102 Computer Sciences
  • 102030 Semantic technologies
  • 102033 Data mining
  • 102010 Database systems
  • 102015 Information systems
  • 102025 Distributed systems

JKU Focus areas

  • Management and Innovation
  • Computation in Informatics and Mathematics

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