Text Analyzing of 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%2F16%3A00304880" target="_blank" >RIV/68407700:21230/16:00304880 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21260/16:00304880
Result on the web
<a href="https://wikt-daz2016.fiit.stuba.sk/program/zbornik-konferencie/" target="_blank" >https://wikt-daz2016.fiit.stuba.sk/program/zbornik-konferencie/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Text Analyzing of Aviation Safety Reports
Original language description
Aviation safety reports start to play a crucial role in understanding incidents and accidents in the aviation safety field. Automated text processing is necessary for simplification of the safety reporting process.This task can be acheived in diffe-rent ways, such as statistical, non-statistical or a combination of these techniques. In this paper, we are mainly focusing on non-statistical ones, by introducing our text processing scenario. We start with indexing of various aviation safety vocabularies that we are using as a backbone for this task. Next, the golden stan-dard corpus is prepared, including the testing process of several Linked Data Knowledge Extraction tools, with respect to a domain-specific vocabulary. Then, choosing the most accurate entity annotation tools and making them work toget-her, as well as with other features that we added, taking into consideration some very specific terms and abbreviations used in aviation field. The ultimate goal is to build a tool that will integrate several techniques inside in order to provide high precision reports’ annotations in aviation safety domain.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings in Informatics and Information Technologies - (WIKT & DaZ 2016) 11th Workshop on Intelligent and Knowledge Oriented Technologies 35th Conference on Data and Knowledge
ISBN
978-80-227-4619-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
115-120
Publisher name
Vydavatel'stvo STU
Place of publication
Bratislava
Event location
Smolenice
Event date
Nov 3, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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