Efficient data integration in the railway domain through an ontology-based methodology
Identifieur interne : 000039 ( PascalFrancis/Corpus ); précédent : 000038; suivant : 000040Efficient 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 TurckSource :
- Transportation research. Part C, Emerging technologies [ 0968-090X ] ; 2011.
Descripteurs français
- Pascal (Inist)
English descriptors
- KwdEn :
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.
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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 |
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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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<fC03 i1="04" i2="X" l="FRE"><s0>Analyse donnée</s0>
<s5>04</s5>
</fC03>
<fC03 i1="04" i2="X" l="ENG"><s0>Data analysis</s0>
<s5>04</s5>
</fC03>
<fC03 i1="04" i2="X" l="SPA"><s0>Análisis datos</s0>
<s5>04</s5>
</fC03>
<fC03 i1="05" i2="X" l="FRE"><s0>Intégration</s0>
<s5>05</s5>
</fC03>
<fC03 i1="05" i2="X" l="ENG"><s0>Integration</s0>
<s5>05</s5>
</fC03>
<fC03 i1="05" i2="X" l="SPA"><s0>Integración</s0>
<s5>05</s5>
</fC03>
<fC03 i1="06" i2="X" l="FRE"><s0>Ontologie</s0>
<s5>06</s5>
</fC03>
<fC03 i1="06" i2="X" l="ENG"><s0>Ontology</s0>
<s5>06</s5>
</fC03>
<fC03 i1="06" i2="X" l="SPA"><s0>Ontología</s0>
<s5>06</s5>
</fC03>
<fC03 i1="07" i2="X" l="FRE"><s0>Information</s0>
<s5>07</s5>
</fC03>
<fC03 i1="07" i2="X" l="ENG"><s0>Information</s0>
<s5>07</s5>
</fC03>
<fC03 i1="07" i2="X" l="SPA"><s0>Información</s0>
<s5>07</s5>
</fC03>
<fC03 i1="08" i2="X" l="FRE"><s0>Evaluation système</s0>
<s5>08</s5>
</fC03>
<fC03 i1="08" i2="X" l="ENG"><s0>System evaluation</s0>
<s5>08</s5>
</fC03>
<fC03 i1="08" i2="X" l="SPA"><s0>Evaluación sistema</s0>
<s5>08</s5>
</fC03>
<fC03 i1="09" i2="X" l="FRE"><s0>Etude comparative</s0>
<s5>09</s5>
</fC03>
<fC03 i1="09" i2="X" l="ENG"><s0>Comparative study</s0>
<s5>09</s5>
</fC03>
<fC03 i1="09" i2="X" l="SPA"><s0>Estudio comparativo</s0>
<s5>09</s5>
</fC03>
<fC03 i1="10" i2="X" l="FRE"><s0>Evaluation performance</s0>
<s5>10</s5>
</fC03>
<fC03 i1="10" i2="X" l="ENG"><s0>Performance evaluation</s0>
<s5>10</s5>
</fC03>
<fC03 i1="10" i2="X" l="SPA"><s0>Evaluación prestación</s0>
<s5>10</s5>
</fC03>
<fC03 i1="11" i2="X" l="FRE"><s0>Réseau</s0>
<s5>11</s5>
</fC03>
<fC03 i1="11" i2="X" l="ENG"><s0>Network</s0>
<s5>11</s5>
</fC03>
<fC03 i1="11" i2="X" l="SPA"><s0>Red</s0>
<s5>11</s5>
</fC03>
<fC03 i1="12" i2="X" l="FRE"><s0>Résultat mesure</s0>
<s5>13</s5>
</fC03>
<fC03 i1="12" i2="X" l="ENG"><s0>Measurement result</s0>
<s5>13</s5>
</fC03>
<fC03 i1="12" i2="X" l="SPA"><s0>Resultado medición</s0>
<s5>13</s5>
</fC03>
<fN21><s1>297</s1>
</fN21>
<fN44 i1="01"><s1>PSI</s1>
</fN44>
<fN82><s1>PSI</s1>
</fN82>
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<server><NO>PASCAL 11-0439188 INIST</NO>
<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>
<LA>Anglais</LA>
<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>
<CC>001D15D</CC>
<FD>Transport ferroviaire; Chemin de fer; Méthodologie; Analyse donnée; Intégration; Ontologie; Information; Evaluation système; Etude comparative; Evaluation performance; Réseau; Résultat mesure</FD>
<ED>Rail transportation; Railway; Methodology; Data analysis; Integration; Ontology; Information; System evaluation; Comparative study; Performance evaluation; Network; Measurement result</ED>
<SD>Transporte ferroviaro; Ferrocarril; Metodología; Análisis datos; Integración; Ontología; Información; Evaluación sistema; Estudio comparativo; Evaluación prestación; Red; Resultado medición</SD>
<LO>INIST-12377C.354000192031900060</LO>
<ID>11-0439188</ID>
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