Towards a case-based reasoning approach to analyze road accidents

In this paper the prototype of a system designed to analyze road accidents is presented. The analysis is carried out in order to recog- nize within accident reports general mechanisms of road accidents that represent prototypes of road accidents. Case Based Reasoning (CBR) is the chosen problem solv...

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Detalles Bibliográficos
Autores principales: Ceausu, Valentina, Desprès, Sylvie
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2006
Materias:
Ciencias Informáticas
road accidents
ACCTOS (ACCident TO Scenarios)
Case Based Reasoning (CBR)
Accidentes de Tránsito
Natural language
Semantics
Prototyping
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/24230
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-24230
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
road accidents
ACCTOS (ACCident TO Scenarios)
Case Based Reasoning (CBR)
Accidentes de Tránsito
Natural language
Semantics
Prototyping
spellingShingle Ciencias Informáticas
road accidents
ACCTOS (ACCident TO Scenarios)
Case Based Reasoning (CBR)
Accidentes de Tránsito
Natural language
Semantics
Prototyping
Ceausu, Valentina
Desprès, Sylvie
Towards a case-based reasoning approach to analyze road accidents
topic_facet Ciencias Informáticas
road accidents
ACCTOS (ACCident TO Scenarios)
Case Based Reasoning (CBR)
Accidentes de Tránsito
Natural language
Semantics
Prototyping
description In this paper the prototype of a system designed to analyze road accidents is presented. The analysis is carried out in order to recog- nize within accident reports general mechanisms of road accidents that represent prototypes of road accidents. Case Based Reasoning (CBR) is the chosen problem solving paradigm. Natural language documents and semi-structured documents are used to build the cases of our sys- tem, which creates a di±culty. To cope with this di±culty we propose approaches integrating semantic resources. Hence, an ontology of acci- dentology and a terminology of road accidents are used to build cases. The alignment of two resources supports the retrieval process. A data processing model, based on models of accidentology, is proposed to rep- resent the cases of the system. This paper presents the architecture of ACCTOS (ACCident TO Scenarios), a case based reasoning system pro- totype. The model to represent the cases is introduced and the phases of the case based reasoning cycle are detailed.
format Objeto de conferencia
Objeto de conferencia
author Ceausu, Valentina
Desprès, Sylvie
author_facet Ceausu, Valentina
Desprès, Sylvie
author_sort Ceausu, Valentina
title Towards a case-based reasoning approach to analyze road accidents
title_short Towards a case-based reasoning approach to analyze road accidents
title_full Towards a case-based reasoning approach to analyze road accidents
title_fullStr Towards a case-based reasoning approach to analyze road accidents
title_full_unstemmed Towards a case-based reasoning approach to analyze road accidents
title_sort towards a case-based reasoning approach to analyze road accidents
publishDate 2006
url http://sedici.unlp.edu.ar/handle/10915/24230
work_keys_str_mv AT ceausuvalentina towardsacasebasedreasoningapproachtoanalyzeroadaccidents
AT despressylvie towardsacasebasedreasoningapproachtoanalyzeroadaccidents
bdutipo_str Repositorios
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