DocumentCode
2439594
Title
Basic Concepts and Distinctions for an Aerospace Ontology of Functions, Entities and Problems
Author
Malin, Jane T. ; Throop, David R.
Author_Institution
NASA Johnson Space Center, Houston
fYear
2007
fDate
3-10 March 2007
Firstpage
1
Lastpage
18
Abstract
Aerospace problems and corrective actions involve hardware, software, processes, operations, humans and organizations. This paper describes a set of taxonomies for interpreting descriptions of aerospace entities, functions, properties and problems. Each category expresses a class concept. Categories have associated ´mapping´ words and phrases (synonyms or names) that express these concepts. The taxonomies and mapping words are designed to support ontology development and aid text analysis. The text analysis has been used to semi-automatically generate system functional models from requirements. Text analysis can also be used to find trends and recurrences in problem reports and change requests. The paper describes an upper ontology that provides top-level distinctions for classifying objects, occurrences, properties and mathematical abstractions. Additional taxonomies partition descriptions, concepts, entities, functions/actions, problems, and refining properties. The paper describes a use case, semantic extraction and classification of key concepts in free text in the space shuttle problem reporting database.
Keywords
aerospace computing; ontologies (artificial intelligence); text analysis; aerospace entities; aerospace ontology; mapping words; ontology development; semantic extraction; space shuttle problem reporting database; text analysis; Data mining; Databases; Hardware; Hazards; Humans; NASA; Ontologies; Space shuttles; Taxonomy; Text analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2007 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
1-4244-0524-6
Electronic_ISBN
1095-323X
Type
conf
DOI
10.1109/AERO.2007.352806
Filename
4161619
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