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Efficient data integration in the railway domain through an ontology-based methodology

Identifieur interne : 000039 ( PascalFrancis/Corpus ); précédent : 000038; suivant : 000040

Efficient data integration in the railway domain through an ontology-based methodology

Auteurs : Stijn Verstichel ; Femke Ongenae ; Leanneke Loeve ; Frederik Vermeulen ; Pieter Dings ; Bart Dhoedt ; Tom Dhaene ; Filip De Turck

Source :

RBID : Pascal:11-0439188

Descripteurs français

English descriptors

Abstract

The fragmented and ever more specialized nature of today's railway systems makes it more and more complex to operate. An increasing number of actors are involved in the operation of a railway service. Infrastructure management is being separated from the operational aspect. Apart from the traditional state-owned train operators, open access and private operators start using the same infrastructure as well. Additionally, an increasing number of information systems, such as for real-time passenger information and entertainment need to exchange information. Therefore, Information & Communication Technologies have an increasingly vital role to play in the operation of the railways. However, as the use of stand-alone information systems improves the efficient operation of a single railway stakeholder, due to the complex fragmented nature, there is a clear need to integrate and correlate the available information. A high level of structured interoperability between information systems is required to correctly combine and manage this complex information. Several mechanisms exist to integrate information systems. The approach presented in this paper discusses the integration on data level. The main benefit of this approach is that it supports independent application development. It is after all undesirable and nearly impossible to centralise application development in world-wide fragmented and large systems, such as the railways. We will discuss a number of approaches towards data integration. Two main technologies are considered, namely Unified Modelling Language (UML) and ontologies. An ontology-based solution is compared with an UML-based approach. The advantages and disadvantages of both UML and ontology-based approaches are presented. The results are evaluated by means of a demonstrator developed as part of the InteGRail project (Intelligent Integration of Railway Systems), an FP6 EU research project. We believe that this demonstrator, the Network Statement Checker, is an ideal candidate to demonstrate the advantages of an ontology-based integrated information system. This tool allows the infrastructure operators to combine the network statements of different countries in different formats and to analyse them in a transparent way. The ontology-based approach shows clear advantages compared to the UML approach, by means of the formally defined model, but on the other hand the performance of the currently available tools is still to be improved. However, we believe that the augmented value of an ontology-based approach is also to be found in lower development costs because of its potential reuse in multiple applications, since their philosophy is to serve as a domain model instead of as a data model for a specific application.

Notice en format standard (ISO 2709)

Pour connaître la documentation sur le format Inist Standard.

pA  
A01 01  1    @0 0968-090X
A03   1    @0 Transp. res., Part C Emerg. technol.
A05       @2 19
A06       @2 4
A08 01  1  ENG  @1 Efficient data integration in the railway domain through an ontology-based methodology
A11 01  1    @1 VERSTICHEL (Stijn)
A11 02  1    @1 ONGENAE (Femke)
A11 03  1    @1 LOEVE (Leanneke)
A11 04  1    @1 VERMEULEN (Frederik)
A11 05  1    @1 DINGS (Pieter)
A11 06  1    @1 DHOEDT (Bart)
A11 07  1    @1 DHAENE (Tom)
A11 08  1    @1 DE TURCK (Filip)
A14 01      @1 Ghent University - IBBT, Department of Information Technology, Broadband Communication Networks, G. Crommenlaan 8/201 @2 9050 Gent @3 BEL @Z 1 aut. @Z 2 aut. @Z 6 aut. @Z 7 aut. @Z 8 aut.
A14 02      @1 DeltaRail, PB 8125 @2 3503 RC Utrecht @3 NLD @Z 3 aut. @Z 5 aut.
A14 03      @1 Televic NV, Leo Bekaertlaan 1 @2 8870 Izegem @3 BEL @Z 4 aut.
A20       @1 617-643
A21       @1 2011
A23 01      @0 ENG
A43 01      @1 INIST @2 12377C @5 354000192031900060
A44       @0 0000 @1 © 2011 INIST-CNRS. All rights reserved.
A45       @0 1 p.1/4
A47 01  1    @0 11-0439188
A60       @1 P
A61       @0 A
A64 01  1    @0 Transportation research. Part C, Emerging technologies
A66 01      @0 GBR
C01 01    ENG  @0 The fragmented and ever more specialized nature of today's railway systems makes it more and more complex to operate. An increasing number of actors are involved in the operation of a railway service. Infrastructure management is being separated from the operational aspect. Apart from the traditional state-owned train operators, open access and private operators start using the same infrastructure as well. Additionally, an increasing number of information systems, such as for real-time passenger information and entertainment need to exchange information. Therefore, Information & Communication Technologies have an increasingly vital role to play in the operation of the railways. However, as the use of stand-alone information systems improves the efficient operation of a single railway stakeholder, due to the complex fragmented nature, there is a clear need to integrate and correlate the available information. A high level of structured interoperability between information systems is required to correctly combine and manage this complex information. Several mechanisms exist to integrate information systems. The approach presented in this paper discusses the integration on data level. The main benefit of this approach is that it supports independent application development. It is after all undesirable and nearly impossible to centralise application development in world-wide fragmented and large systems, such as the railways. We will discuss a number of approaches towards data integration. Two main technologies are considered, namely Unified Modelling Language (UML) and ontologies. An ontology-based solution is compared with an UML-based approach. The advantages and disadvantages of both UML and ontology-based approaches are presented. The results are evaluated by means of a demonstrator developed as part of the InteGRail project (Intelligent Integration of Railway Systems), an FP6 EU research project. We believe that this demonstrator, the Network Statement Checker, is an ideal candidate to demonstrate the advantages of an ontology-based integrated information system. This tool allows the infrastructure operators to combine the network statements of different countries in different formats and to analyse them in a transparent way. The ontology-based approach shows clear advantages compared to the UML approach, by means of the formally defined model, but on the other hand the performance of the currently available tools is still to be improved. However, we believe that the augmented value of an ontology-based approach is also to be found in lower development costs because of its potential reuse in multiple applications, since their philosophy is to serve as a domain model instead of as a data model for a specific application.
C02 01  X    @0 001D15D
C03 01  X  FRE  @0 Transport ferroviaire @5 01
C03 01  X  ENG  @0 Rail transportation @5 01
C03 01  X  SPA  @0 Transporte ferroviaro @5 01
C03 02  X  FRE  @0 Chemin de fer @5 02
C03 02  X  ENG  @0 Railway @5 02
C03 02  X  SPA  @0 Ferrocarril @5 02
C03 03  X  FRE  @0 Méthodologie @5 03
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C03 03  X  SPA  @0 Metodología @5 03
C03 04  X  FRE  @0 Analyse donnée @5 04
C03 04  X  ENG  @0 Data analysis @5 04
C03 04  X  SPA  @0 Análisis datos @5 04
C03 05  X  FRE  @0 Intégration @5 05
C03 05  X  ENG  @0 Integration @5 05
C03 05  X  SPA  @0 Integración @5 05
C03 06  X  FRE  @0 Ontologie @5 06
C03 06  X  ENG  @0 Ontology @5 06
C03 06  X  SPA  @0 Ontología @5 06
C03 07  X  FRE  @0 Information @5 07
C03 07  X  ENG  @0 Information @5 07
C03 07  X  SPA  @0 Información @5 07
C03 08  X  FRE  @0 Evaluation système @5 08
C03 08  X  ENG  @0 System evaluation @5 08
C03 08  X  SPA  @0 Evaluación sistema @5 08
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C03 09  X  ENG  @0 Comparative study @5 09
C03 09  X  SPA  @0 Estudio comparativo @5 09
C03 10  X  FRE  @0 Evaluation performance @5 10
C03 10  X  ENG  @0 Performance evaluation @5 10
C03 10  X  SPA  @0 Evaluación prestación @5 10
C03 11  X  FRE  @0 Réseau @5 11
C03 11  X  ENG  @0 Network @5 11
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Format Inist (serveur)

NO : PASCAL 11-0439188 INIST
ET : Efficient data integration in the railway domain through an ontology-based methodology
AU : VERSTICHEL (Stijn); ONGENAE (Femke); LOEVE (Leanneke); VERMEULEN (Frederik); DINGS (Pieter); DHOEDT (Bart); DHAENE (Tom); DE TURCK (Filip)
AF : Ghent University - IBBT, Department of Information Technology, Broadband Communication Networks, G. Crommenlaan 8/201/9050 Gent/Belgique (1 aut., 2 aut., 6 aut., 7 aut., 8 aut.); DeltaRail, PB 8125/3503 RC Utrecht/Pays-Bas (3 aut., 5 aut.); Televic NV, Leo Bekaertlaan 1/8870 Izegem/Belgique (4 aut.)
DT : Publication en série; Niveau analytique
SO : Transportation research. Part C, Emerging technologies; ISSN 0968-090X; Royaume-Uni; Da. 2011; Vol. 19; No. 4; Pp. 617-643; Bibl. 1 p.1/4
LA : Anglais
EA : The fragmented and ever more specialized nature of today's railway systems makes it more and more complex to operate. An increasing number of actors are involved in the operation of a railway service. Infrastructure management is being separated from the operational aspect. Apart from the traditional state-owned train operators, open access and private operators start using the same infrastructure as well. Additionally, an increasing number of information systems, such as for real-time passenger information and entertainment need to exchange information. Therefore, Information & Communication Technologies have an increasingly vital role to play in the operation of the railways. However, as the use of stand-alone information systems improves the efficient operation of a single railway stakeholder, due to the complex fragmented nature, there is a clear need to integrate and correlate the available information. A high level of structured interoperability between information systems is required to correctly combine and manage this complex information. Several mechanisms exist to integrate information systems. The approach presented in this paper discusses the integration on data level. The main benefit of this approach is that it supports independent application development. It is after all undesirable and nearly impossible to centralise application development in world-wide fragmented and large systems, such as the railways. We will discuss a number of approaches towards data integration. Two main technologies are considered, namely Unified Modelling Language (UML) and ontologies. An ontology-based solution is compared with an UML-based approach. The advantages and disadvantages of both UML and ontology-based approaches are presented. The results are evaluated by means of a demonstrator developed as part of the InteGRail project (Intelligent Integration of Railway Systems), an FP6 EU research project. We believe that this demonstrator, the Network Statement Checker, is an ideal candidate to demonstrate the advantages of an ontology-based integrated information system. This tool allows the infrastructure operators to combine the network statements of different countries in different formats and to analyse them in a transparent way. The ontology-based approach shows clear advantages compared to the UML approach, by means of the formally defined model, but on the other hand the performance of the currently available tools is still to be improved. However, we believe that the augmented value of an ontology-based approach is also to be found in lower development costs because of its potential reuse in multiple applications, since their philosophy is to serve as a domain model instead of as a data model for a specific application.
CC : 001D15D
FD : Transport ferroviaire; Chemin de fer; Méthodologie; Analyse donnée; Intégration; Ontologie; Information; Evaluation système; Etude comparative; Evaluation performance; Réseau; Résultat mesure
ED : Rail transportation; Railway; Methodology; Data analysis; Integration; Ontology; Information; System evaluation; Comparative study; Performance evaluation; Network; Measurement result
SD : Transporte ferroviaro; Ferrocarril; Metodología; Análisis datos; Integración; Ontología; Información; Evaluación sistema; Estudio comparativo; Evaluación prestación; Red; Resultado medición
LO : INIST-12377C.354000192031900060
ID : 11-0439188

Links to Exploration step

Pascal:11-0439188

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<front>
<div type="abstract" xml:lang="en">The fragmented and ever more specialized nature of today's railway systems makes it more and more complex to operate. An increasing number of actors are involved in the operation of a railway service. Infrastructure management is being separated from the operational aspect. Apart from the traditional state-owned train operators, open access and private operators start using the same infrastructure as well. Additionally, an increasing number of information systems, such as for real-time passenger information and entertainment need to exchange information. Therefore, Information & Communication Technologies have an increasingly vital role to play in the operation of the railways. However, as the use of stand-alone information systems improves the efficient operation of a single railway stakeholder, due to the complex fragmented nature, there is a clear need to integrate and correlate the available information. A high level of structured interoperability between information systems is required to correctly combine and manage this complex information. Several mechanisms exist to integrate information systems. The approach presented in this paper discusses the integration on data level. The main benefit of this approach is that it supports independent application development. It is after all undesirable and nearly impossible to centralise application development in world-wide fragmented and large systems, such as the railways. We will discuss a number of approaches towards data integration. Two main technologies are considered, namely Unified Modelling Language (UML) and ontologies. An ontology-based solution is compared with an UML-based approach. The advantages and disadvantages of both UML and ontology-based approaches are presented. The results are evaluated by means of a demonstrator developed as part of the InteGRail project (Intelligent Integration of Railway Systems), an FP6 EU research project. We believe that this demonstrator, the Network Statement Checker, is an ideal candidate to demonstrate the advantages of an ontology-based integrated information system. This tool allows the infrastructure operators to combine the network statements of different countries in different formats and to analyse them in a transparent way. The ontology-based approach shows clear advantages compared to the UML approach, by means of the formally defined model, but on the other hand the performance of the currently available tools is still to be improved. However, we believe that the augmented value of an ontology-based approach is also to be found in lower development costs because of its potential reuse in multiple applications, since their philosophy is to serve as a domain model instead of as a data model for a specific application.</div>
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<ET>Efficient data integration in the railway domain through an ontology-based methodology</ET>
<AU>VERSTICHEL (Stijn); ONGENAE (Femke); LOEVE (Leanneke); VERMEULEN (Frederik); DINGS (Pieter); DHOEDT (Bart); DHAENE (Tom); DE TURCK (Filip)</AU>
<AF>Ghent University - IBBT, Department of Information Technology, Broadband Communication Networks, G. Crommenlaan 8/201/9050 Gent/Belgique (1 aut., 2 aut., 6 aut., 7 aut., 8 aut.); DeltaRail, PB 8125/3503 RC Utrecht/Pays-Bas (3 aut., 5 aut.); Televic NV, Leo Bekaertlaan 1/8870 Izegem/Belgique (4 aut.)</AF>
<DT>Publication en série; Niveau analytique</DT>
<SO>Transportation research. Part C, Emerging technologies; ISSN 0968-090X; Royaume-Uni; Da. 2011; Vol. 19; No. 4; Pp. 617-643; Bibl. 1 p.1/4</SO>
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<EA>The fragmented and ever more specialized nature of today's railway systems makes it more and more complex to operate. An increasing number of actors are involved in the operation of a railway service. Infrastructure management is being separated from the operational aspect. Apart from the traditional state-owned train operators, open access and private operators start using the same infrastructure as well. Additionally, an increasing number of information systems, such as for real-time passenger information and entertainment need to exchange information. Therefore, Information & Communication Technologies have an increasingly vital role to play in the operation of the railways. However, as the use of stand-alone information systems improves the efficient operation of a single railway stakeholder, due to the complex fragmented nature, there is a clear need to integrate and correlate the available information. A high level of structured interoperability between information systems is required to correctly combine and manage this complex information. Several mechanisms exist to integrate information systems. The approach presented in this paper discusses the integration on data level. The main benefit of this approach is that it supports independent application development. It is after all undesirable and nearly impossible to centralise application development in world-wide fragmented and large systems, such as the railways. We will discuss a number of approaches towards data integration. Two main technologies are considered, namely Unified Modelling Language (UML) and ontologies. An ontology-based solution is compared with an UML-based approach. The advantages and disadvantages of both UML and ontology-based approaches are presented. The results are evaluated by means of a demonstrator developed as part of the InteGRail project (Intelligent Integration of Railway Systems), an FP6 EU research project. We believe that this demonstrator, the Network Statement Checker, is an ideal candidate to demonstrate the advantages of an ontology-based integrated information system. This tool allows the infrastructure operators to combine the network statements of different countries in different formats and to analyse them in a transparent way. The ontology-based approach shows clear advantages compared to the UML approach, by means of the formally defined model, but on the other hand the performance of the currently available tools is still to be improved. However, we believe that the augmented value of an ontology-based approach is also to be found in lower development costs because of its potential reuse in multiple applications, since their philosophy is to serve as a domain model instead of as a data model for a specific application.</EA>
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