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Semantic Mapping of Component Framework Interface Ontologies for Interoperability of Vehicle Applications

Sangita De, Michael Niklas, Rooney Brian, Juergen Mottok, Premek Brada
2020 Procedia Computer Science  
Over the past few years, ontology merging, and ontology semantic alignment has gained significant interest as research topics in automotive application domain for finding solutions to semantic data heterogeneity  ...  To confront this crucial requirement for data interoperability and to increase in effect the reuse of existing components through their interfaces, we propose an approach to semantically map the various  ...  In this paper we proposed an approach to semantically map various automotive platform-specific component interface data models by using an ontology-based approach.  ... 
doi:10.1016/j.procs.2020.03.151 fatcat:ctorf5fr6jgjtenqozgd5xye6u

Ontology-Based Information Integration in the Automotive Industry [chapter]

Andreas Maier, Hans-Peter Schnurr, York Sure
2003 Lecture Notes in Computer Science  
There are several reasons for an ontology-based approach: Ontologies are able to cover all occurring data structures, for ontologies can be seen as nowadays most advanced knowledge representation model  ...  As the model is separated from the data storage, we get a higher degree of abstraction, whereby the semantics of the whole system is increased.  ...  Foundations I: What Is an Ontology? An ontology is a knowledge representation model. Other models for example are extended entity relationship models, thesauri or topic maps.  ... 
doi:10.1007/978-3-540-39718-2_57 fatcat:jfneetyfhvb3hhdg6avmwjnoxu

Do Not Use This Gear with a Switching Lever! Automotive Industry Experience with Semantic Guides [chapter]

Hans-Peter Schnurr, Jürgen Angele
2005 Lecture Notes in Computer Science  
In this paper we describe a project in the automotive industry where ontologies have two main purposes: (i) representing and sharing knowledge to optimize business processes for the testing of cars and  ...  The ontology is attached to the legacy systems of the manufacturer and thus accesses and integrates up-to-date information.  ...  A query to the integration ontology is thus at real-time translated (via the mapping rules) into calls for appropriate access builtins which in turn access the data sources (in case of an RDBMS via SQL  ... 
doi:10.1007/11574620_73 fatcat:u6vunkdqzbdvff2qjncfdsfq2e

The automotive ontology

Michael Feld, Christian Müller
2011 Proceedings of the 3rd International Conference on Automotive User Interfaces and Interactive Vehicular Applications - AutomotiveUI '11  
This work describes the Automotive Ontology, which is located at the core of such an open platform.  ...  Upcoming HMIs provide access to in-car systems and web services in a personalized manner that facilitates a large array of functionality even while driving, with other passengers also benefiting from an  ...  Hence, a design goal for the Automotive Ontology was to avoid modeling an unnecessarily high level of detail.  ... 
doi:10.1145/2381416.2381429 dblp:conf/automotiveUI/FeldM11 fatcat:sh2wrjwkafgfxdm5mzvyvfqloa

11.2.2 Reducing the Gap Between Formal and Informal Worlds in Automotive Safety-Critical Systems

HugoG. Chalé, Ofaina Taofifenua, Thierry Gaudré, Alexandra Topa, Nicole Lévy, Jean-Louis Boulanger
2011 INCOSE International Symposium  
It focuses on introducing more formalization in the systems engineering design process via the definition of an ontology to formalize the concepts and knowledge of the systems engineering, functional safety  ...  This paper presents an overview of current initiatives at Renault dealing with the improvement of development processes for mechatronic systems to comply with ISO 26262.  ...  As presented in (Chalé Góngora et al 2010) the ontology serves as a data model for the systems covered by the ISO 26262 standard.  ... 
doi:10.1002/j.2334-5837.2011.tb01287.x fatcat:kevlndubhzaz3o4uicikyyrna4

Semantic Web in the Automotive Industry: a case study

Domenico Macrini, Aldo Maggiore, Antonino Santagata
2005 Semantic Web Applications and Perspectives  
This paper describes an ongoing case study on management of engineering data to evaluate the use of Semantic Web technologies in automotive industry.  ...  It implements a web crawler to automatically collect data of interest for modeling, too.  ...  Building a semantic information system Data of interest for road test in the automotive field are highly distributed: 1.  ... 
dblp:conf/swap/MacriniMS05 fatcat:z46mi6lb6jf3hjmkgyqhv6ti4e

A New Implementation for Ontology Mapping Based Enterprise Semantic Interoperation

Xiao Feng Di, Yu Shun Fan
2009 Applied Mechanics and Materials  
In this paper, a unified description of data model which mapping from logical data of enterprise's information system is developed to solve the gap in interoperation.  ...  In the interoperation among enterprises in Business, there is a big problem that different data models and information description are used in different enterprises' systems which blocking the ambient  ...  Conclusion In this paper, a unified description of data model which mapping from logical data of enterprise's information system is developed to build ontology for understanding among enterprises in e-Business  ... 
doi:10.4028/ fatcat:j4swxv4vkjdungzkm5kdffuw3q

Towards Industrial Strength Knowledge Bases for Product Lifecycle Management

Willy Chen, Heiner Stuckenschmidt
2008 European Conference on Information Systems  
for ontologies and rules.  ...  In this paper, we argue for the need of a flexible, metamodel-driven approach to address non-functional requirements for the use of knowledge bases in industrial settings and present a lightweight metamodel  ...  SYSTEM DESIGN GOALS For being able to fulfil the requirements stated in the last section, we derive following major design goals for industrial strength knowledge bases in the context of PLM in the automotive  ... 
dblp:conf/ecis/ChenS08 fatcat:7zb5xe7yzfbs7bjffbuedbqiwy

Using Semantic Technologies to Manage a Data Lake: Data Catalog, Provenance and Access Control

Henrik Dibowski, Stefan Schmid, Yulia Svetashova, Cory Henson, Tuan Tran
2020 International Semantic Web Conference  
At Robert Bosch GmbH, we have deployed a data lake for this expressed purpose, focused on managing automotive sensor data.  ...  Data lake architectures enable the storage and retrieval of large amounts of data across an enterprise.  ...  The Simple Knowledge Organization System (SKOS) is "a common data model for sharing and linking knowledge organization systems" [6] .  ... 
dblp:conf/semweb/Dibowski0SHT20 fatcat:phad76y5zrfvjby3rkuajeqc6a

Ontology and Clustering Based Heterogeneous Data Sources Integration

Abrar Omar Alkhamisi
2020 International Journal of Advanced Trends in Computer Science and Engineering  
Thus, this work presents heterogeneous data source integration model based on novel semantic ontology.  ...  With the increased diversity among the available data sources, the demand for sufficient storage and processing methods has grown in recent years.  ...  Table 1 shows the performance of the different baseline methods for data mapping in the integration system.  ... 
doi:10.30534/ijatcse/2020/79942020 fatcat:eqg4nhf3azfwjh4noal3dn6sly

Manufacturing interoperability

S. R. Ray, A. T. Jones
2006 Journal of Intelligent Manufacturing  
These projects lay the foundation for at tomorrow's standards, which we believe will rely heavily upon the use of formal logic representations, commonly called ontologies.  ...  This paper summarizes two projects underway at the National Institute of Standards and Technology in the areas of interoperability testing and integration automation.  ...  NIST used an in-house tool to generate semantic mappings, which effectively axiomatizes the terms in KIF, using PSL as the mediating ontology. These mappings form the basis for the integration.  ... 
doi:10.1007/s10845-006-0037-x fatcat:cnoxwimm65a6djj4bsf5e3f73i


Selver Softic, Manfred Rosenberger, Ioan Turcin, Alexander Stocker
2016 Advances in Science and Technology Research Journal  
Our application resides on domain ontology and allows knowledge based browsing and visualisation of tasks in development process.  ...  Project management within the automotive production in specific departments is still done separately and does not interact with engineering process.  ...  Acknowledgements The authors would like to acknowledge the financial support of the "COMET K2 -Competence Centres for Excellent Technologies Programme" of the Austrian Federal Ministry for Transport, Innovation  ... 
doi:10.12913/22998624/64072 fatcat:jwebihpxfvbylmahrtybkb3eqm

The Empirical Evaluation of Semantic Alignment Quality Metrics for Vehicle Domain Component Frameworks Interface Ontologies

Sangita De, Premek Brada, Juergen Mottok, Michael Niklas
2021 Proceedings of the ... International Florida Artificial Intelligence Research Society Conference  
frameworks' interface ontological models.  ...  In the past few years, with the growth in the novel vehicle service requirements such as autonomous driving, V2X (Vehicle-to-Vehicle communication) and many others, automotive application software component  ...  Acknowledgement This work was partially supported by Ministry of Education, Youth and Sports of the Czech Republic, university specific research, project SGS-2019-018, Processing of heterogeneous data  ... 
doi:10.32473/flairs.v34i1.128512 fatcat:7th3g5a7qrcibfyy4tyfvcbuhm

Knowledge-Intensive Process Modelling in Engineering Design

Wolfgang Mayer, Arndt Mühlenfeld, Markus Stumptner
2008 2008 19th International Conference on Database and Expert Systems Applications  
We introduce a framework to integrate Multidisciplinary Design Optimisation processes using ontological engineering, where artefact and simulation models are exploited to yield more effective optimisation-driven  ...  While design processes in certain domains have shifted towards early adoption of simulation and virtualisation techniques, processes monitoring and reuse is not well-integrated into current development  ...  Figure 2 illustrates an example in the context of crash impact analysis in the automotive domain: Geometry data and parameters of the analysis are stored in files as CAD and XML data, respectively.  ... 
doi:10.1109/dexa.2008.130 dblp:conf/dexaw/MayerMS08 fatcat:4brdp5wvonabrcwbezg2yijgf4

Design, Development & Implementation Of Ontological Knowledge Based System For Automotive Assembly Lines

Muhammad Baqar Raza, Robert Harrison
2011 International Journal of Data Mining & Knowledge Management Process  
Product, Process and Resource (PPR) are the core areas in an engineering domain of a manufacturing enterprise which are tightly coupled with each other.  ...  Modern manufacturing philosophies, including agile and lean, are not enough to be competitive in global market therefore a new emerging paradigm i.e. reconfigurable manufacturing systems is fast emerging  ...  We would like to thank all the project participants and engineers who have contributed in this research from Loughborough University and participant companies especially Ford Motor Company, UK.  ... 
doi:10.5121/ijdkp.2011.1503 fatcat:inllfk5wyvbmjgnjnswx7zrfne
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