Multi-viewpoint Ontologies for Decision-Making Support

Gorshkov, Sergey; Kralin, Stanislav; Miroshnichenko, Maxim D.

doi:10.1007/978-3-319-45880-9_1

Cited by 6 publications

(3 citation statements)

References 7 publications

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“…Several works have been realised on the notion of the viewpoint. Some of them are interested in the integration of the viewpoint in the ontology (e.g., [14], [15], [25]- [32]).…”

Section: B Related Workmentioning

confidence: 99%

VP-RDF: An RDF Based Framework to Introduce the Viewpoint in the Description of Resources

Djama

2021

Applied Computer Systems

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The description of resources and their relationships is an essential task on the web. Generally, the web users do not share the same interests and viewpoints. Each user wants that the web provides data and information according to their interests and specialty. The existing query languages, which allow querying data on the web, cannot take into consideration the viewpoint of the user. We propose introducing the viewpoint in the description of the resources. The Resource Description Framework (RDF) represents a common framework to share data and describe resources. In this study, we aim at introducing the notion of the viewpoint in the RDF. Therefore, we propose a View-Point Resource Description Framework (VP-RDF) as an extension of RDF by adding new elements. The existing query languages (e.g., SPARQL) can query the VP-RDF graphs and provide the user with data and information according to their interests and specialty. Therefore, VP-RDF can be useful in intelligent systems on the web.

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“…Several works have been realised on the notion of the viewpoint. Some of them are interested in the integration of the viewpoint in the ontology (e.g., [14], [15], [25]- [32]).…”

Section: B Related Workmentioning

confidence: 99%

VP-RDF: An RDF Based Framework to Introduce the Viewpoint in the Description of Resources

Djama

2021

Applied Computer Systems

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“…It is validated through checking its properties as a formal logical system and the applicability of the ontology to support the design decision process of a specific project. Gorshkov et al (2016) propose a method of ontological representation of multiple viewpoints using named graphs to allow formulating the functional requirements for a multi-viewpoint decision-making support system. et al (2009) propose an ontology-based risk management framework to enhance risk management performance by improving the workflow and knowledge reuse.…”

Section: F3 Decision Managementmentioning

confidence: 99%

Ontology Learning for Systems Engineering Body of Knowledge

Yang

Cormican

2021

IEEE Trans. Ind. Inf.

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“…Gorshkov et al [17] have exploited a multi-viewpoints ontology as a decision-making support. In this work, the authors have exploited the viewpoints that are represented in the ontology to make a decision.…”

Section: Related Workmentioning

confidence: 99%

Introducing the Viewpoint in the Resource Description using Machine Learning

Djama¹

2021

Advances in Machine Learning, Data Mining and Computing

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Search engines allow providing the user with data and information according to their interests and specialty. Thus, it is necessary to exploit descriptions of the resources, which take into consideration viewpoints. Generally, the resource descriptions are available in RDF (e.g., DBPedia of Wikipedia content). However, these descriptions do not take into consideration viewpoints. In this paper, we propose a new approach, which allows converting a classic RDF resource description to a resource description that takes into consideration viewpoints. To detect viewpoints in the document, a machine learning technique will be exploited on an instanced ontology. This latter allows representing the viewpoint in a given domain. An experimental study shows that the conversion of the classic RDF resource description to a resource description that takes into consideration viewpoints, allows giving very relevant responses to the user’s requests.

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Multi-viewpoint Ontologies for Decision-Making Support

Cited by 6 publications

References 7 publications

VP-RDF: An RDF Based Framework to Introduce the Viewpoint in the Description of Resources

VP-RDF: An RDF Based Framework to Introduce the Viewpoint in the Description of Resources

Ontology Learning for Systems Engineering Body of Knowledge

Introducing the Viewpoint in the Resource Description using Machine Learning

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