Ontologies for conceptual modeling: their creation, use, and management

Sugumaran, Vijayan; Storey, Veda C.

doi:10.1016/s0169-023x(02)00048-4

Cited by 147 publications

(72 citation statements)

References 10 publications

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“…The proposed system also consists of an integration tool that enables transformation of ontology and CDM into a form suitable for automated reasoning, integration of the transformed input with reasoning rules and starting the automated reasoning engine. Ontology Presentation "Ontologies have been proposed as an important and natural means of representing real world knowledge for the development of database designs" [10]. In broader definition, ontologies are categorized as types of conceptual models [11], but more commonly used term in practice relates conceptual data models as separate concepts [12].…”

Section: The Proposed Approach For Synonyms Detection In Cdmmentioning

confidence: 99%

Approach for Synonyms Detection in Conceptual Data Model

Kazi

Radulović

2016

Proccedings of the ICAIIT2016

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Abstract. Detection of synonyms in data modeling is considered as a significant problem, especially within the semantic evaluation of a conceptual data model. This paper presents an approach for synonyms detection in a system for conceptual data model semantic evaluation. It is based on automated reasoning in ontology mapping with conceptual data model with tool that formalizes ontology and conceptual data model and merges them with a set of reasoning rules. Reasoning was done with Prolog system. These rules are created for ontology-toconceptual data model mapping, as well for synonyms extraction. Examples of testing reasoning rules are also shown in the paper.Keywords: synonyms detection, conceptual data model, ontology, reasoning. IntroductionResearch in information system design evaluation has recently received considerable attention in information technology community [1]. In the field of models in information system development [2] introduces a general metrics framework related to syntax, semantic and pragmatic aspect of a model quality evaluation. A comparative analysis and categorization of many systems analysis and design methods has been presented in [3]. Data quality research [4] is related to development of methodologies, frameworks and tools for measurement and improvement of data models and data in databases. Results in this field propose frameworks that define set of quality characteristics, metrics that could measure the level of quality characteristics achievement in particular case and the set of activities to perform in aim to perform measurement and metrics data processing.This paper presents the developed system for synonyms detection within the evaluation of conceptual data models, based on ontology mapping. In the synonyms detection, methods of the composite matching, combined with structural analysis were used. 228

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Section: The Proposed Approach For Synonyms Detection In Cdmmentioning

confidence: 99%

Approach for Synonyms Detection in Conceptual Data Model

Kazi

Radulović

2016

Proccedings of the ICAIIT2016

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“…The domain PIM proposed in this paper represents a step forward to the development of a repository of domain models, which is an important field of open research [17,20,30].…”

Section: Conclusion and Further Workmentioning

confidence: 99%

“…Such domain PIM represents a step forward in the development of a repository of conceptual schemas for domains, which is currently an important area of research with many open questions [17,20,28,30].…”

Section: Introductionmentioning

confidence: 99%

A platform independent model for the electronic marketplace domain

Queralt

Teniente

2007

Softw Syst Model

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Abstract. An electronic marketplace supports interactions between multiple users for the exchange of information on products for sale or purchase. The significance of electronic marketplaces is apparent from the huge number of websites that currently provide services in almost any area one can think of. However, the absence of clear documentation on the similarities that these sites share restricts the reutilization of software for the development of new electronic marketplaces.To improve this situation, we propose a Platform Independent Model (PIM) for the e-marketplace domain that describes both the structural and behavioral properties of a generic electronic marketplace. Specific application PIMs aimed at generating different e-marketplaces can be obtained from our generic domain PIM by adapting it to each of the requirements of the application. In this way, reutilization of our domain PIM contributes to a reduction in the cost and time involved in the development of new electronic marketplaces.

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“…As discussed in Chapter 2.6, ontology is emerging an effective tool to structure enterprise information for comprehensive and transportable machine understanding (Goossenaerts, Pelletier 2002, Sugumaran, Storey 2002. In this research, the ECOS (Enterprise Competence Organization Schema) ontology has been designed and implemented to represent enterprise information (e.g.…”

Section: Introductionmentioning

confidence: 99%

Role of Semantic Web in the Changing Context of Enterprise Collaboration

Khilwani

2013

Interoperability for Enterprise Software and Applications

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Ontologies for conceptual modeling: their creation, use, and management

Cited by 147 publications

References 10 publications

Approach for Synonyms Detection in Conceptual Data Model

Approach for Synonyms Detection in Conceptual Data Model

A platform independent model for the electronic marketplace domain

Role of Semantic Web in the Changing Context of Enterprise Collaboration

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