Title :
Ontology meta-model for building a situational picture of catastrophic events
Author :
Little, Eric G. ; Rogova, Galina L.
Author_Institution :
D´´Youville Coll., Center for Cognitive Sci., Buffalo, NY, USA
Abstract :
The overall goal of the research described in this paper is to design a general methodology for situation assessment to support crisis management. The purpose of situation assessment is to produce contextual understanding and interpretation of the relationships between various entities, events and behaviors of interest. One of the main challenges of designing a situation assessment process is to provide a formal structure for ontological analyses of domain-specific types of entities, attributes, situations, and the relationships between them. This paper presents an attempt to confront this challenge by utilizing formal philosophical categories and theories to design a formal ontology of catastrophic events that describe the most basic and relevant structures of objective reality. The ontology is designed from both a top-down philosophical perspective (from abstract level to domain-specific level) and a bottom-up application-based perspective (from domain-specific level to abstract level). Situations are characterized by spatial items of interest (SNAP) at different levels of granularity (objects, aggregates, combination of aggregates), temporal items of interest (SPAN) that characterize the behaviors of SNAP items, and the relations between them.
Keywords :
catastrophe theory; entity-relationship modelling; formal specification; meta data; ontologies (artificial intelligence); SNAP; SPAN; bottom-up application-based perspective; catastrophic event; contextual understanding; crisis management; domain-specific application; entity relationship interpretation; formal structure; objective reality; ontology meta-model; situation assessment; situational picture; spatial items-of-interest; temporal items-of-interest; top-down philosophical perspective; Aggregates; Buildings; Cognitive science; Computer science; Crisis management; Design methodology; Earthquakes; Educational institutions; OWL; Ontologies; disaster management; earthquake; higher level fusion; ontology; snap; span relations;
Conference_Titel :
Information Fusion, 2005 8th International Conference on
Print_ISBN :
0-7803-9286-8
DOI :
10.1109/ICIF.2005.1591935