Humanitarian assistance ontology for emergency disaster response = 긴급 재난 대응을 위한 인도주의적 지원 온톨로지

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Humanitarian Assistance Ontology is an ontology that covers crisis concepts and its relations based on humanitarian standard needs and response. HAO consist of two sub-ontologies, Crisis Identification & Crisis Response sub-ontology, Crisis Identification Ontology to determine the humanitarian needs from the input data and Crisis Response Ontology to determine the response recommendations for the actual humanitarian needs. The HAO system consists of preprocessing stage, and inferring stage. Preprocessing stage includes Named Entity recognition to identify location entity, context recognition process using C/NC value & context recognition algorithm to elicit concept entities and its contexts and context mapping to map extracted entities into crisis identification sub-ontology. A set of logic rules is used to unify these two ontologies and to generate the humanitarian response recommendations. The method is implemented on real data from the Hurricane Wilma crisis. The result in the hurricane Wilma crisis shows the potential abilities to identify the humanitarian needs in specific places and to infer humanitarian responses in real time.
Advisors
Segev, Avivresearcher세게브
Description
한국과학기술원 : 지식서비스공학과,
Publisher
한국과학기술원
Issue Date
2013
Identifier
567102/325007  / 020114568
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 지식서비스공학과, 2013.8, [ v, 44 p. ]

Keywords

humanitarian response; ontology; 인도주의적 요구; 인도주의적 대응; Humanitarian needs; 온톨로지

URI
http://hdl.handle.net/10203/197088
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=567102&flag=dissertation
Appears in Collection
IE-Theses_Master(석사논문)
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