Iterative Approach for Information Extraction and Ontology Learning from Textual Aviation Safety Reports
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F17%3A00312024" target="_blank" >RIV/68407700:21230/17:00312024 - isvavai.cz</a>
Result on the web
<a href="https://rd.springer.com/chapter/10.1007/978-3-319-58451-5_18" target="_blank" >https://rd.springer.com/chapter/10.1007/978-3-319-58451-5_18</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-58451-5_18" target="_blank" >10.1007/978-3-319-58451-5_18</a>
Alternative languages
Result language
angličtina
Original language name
Iterative Approach for Information Extraction and Ontology Learning from Textual Aviation Safety Reports
Original language description
Textual aviation safety reports are one of the main resources that contain valuable information to understand incidents and accidents in a high-risk industry such as the aviation domain. The reporting process, hence, is essential to provide these reports. Most of the time, the reporting process is done manually, and typically, poorly structured data are provided by the reporters. Automated content analysis for these reports has attracted researchers to extract the required information to perform many tasks, and they used several techniques to achieve it. Ontologies provide formal and explicit specifications of conceptualizations and play a crucial role in the information extraction process. In this paper, we propose a novel iterative ontology-based approach of information extraction and semantic annotations for aviation safety reports and augmenting back the aviation safety ontology with new concepts and relations depending on the terms already annotated in the discovered report model.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/TA04030465" target="_blank" >TA04030465: Research and development of progressive methods for measuring aviation organizations safety performance</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
The Semantic Web
ISBN
978-3-319-58450-8
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
236-245
Publisher name
Springer, Cham
Place of publication
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Event location
Portorož
Event date
May 28, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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