Helmke, Hartmut and Ohneiser, Oliver and Kleinert, Matthias and Chen, Shuo and Kopald, Hunter and Tarakan, Robert M. (2023) Transatlantic Approaches for Automatic Speech Understanding in Air Traffic Management. In: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023). Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), 2023-06-05 - 2023-06-09, Savannah, Georgia, USA. doi: 10.60575/x8pe-ay35.
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Abstract
MITRE in the US and European stakeholders under the leadership of DLR have independently developed ontologies for representing the meaning of controller-pilot ATC (air traffic control) radio communications. With the intent of benefiting from each other’s work, and possibly harmonizing the two ontologies in the future, DLR and MITRE performed a structured comparison of the two ontologies. To explore how local differences in vocabulary and ATC procedures influence ontology design, both parties exchanged the transcripts of 100 ATC radio transmissions from their terminal airspaces. This paper summarizes similarities and differences of the ontologies from MITRE and Europe. Overall, despite a 12% difference in word level representation, 80% of the instructions from both data sets have common semantic representation in both ontologies
Item URL in elib: | https://elib.dlr.de/196473/ | ||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||
Title: | Transatlantic Approaches for Automatic Speech Understanding in Air Traffic Management | ||||||||||||||||||||||||||||
Authors: |
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Date: | 2023 | ||||||||||||||||||||||||||||
Journal or Publication Title: | Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023) | ||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||
DOI: | 10.60575/x8pe-ay35 | ||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||
Keywords: | automatic speech recognition; natural language understanding; semantic interpretation; air traffic control; radio communications; intent representation; semantic ontology | ||||||||||||||||||||||||||||
Event Title: | Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023) | ||||||||||||||||||||||||||||
Event Location: | Savannah, Georgia, USA | ||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||
Event Start Date: | 5 June 2023 | ||||||||||||||||||||||||||||
Event End Date: | 9 June 2023 | ||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
HGF - Program: | Aeronautics | ||||||||||||||||||||||||||||
HGF - Program Themes: | other | ||||||||||||||||||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||||||||||||||||||
DLR - Program: | L - no assignment | ||||||||||||||||||||||||||||
DLR - Research theme (Project): | L - Managementaufgaben Luftfahrt | ||||||||||||||||||||||||||||
Location: | Braunschweig | ||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Flight Guidance > Controller Assistance | ||||||||||||||||||||||||||||
Deposited By: | Diederich, Kerstin | ||||||||||||||||||||||||||||
Deposited On: | 17 Aug 2023 08:30 | ||||||||||||||||||||||||||||
Last Modified: | 24 Apr 2024 20:56 |
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