A Pattern-Based Framework of Change Operators for Ontology Evolution

Javed, Muhammad; Abgaz, Yalemisew M.; Pahl, Claus

doi:10.1007/978-3-642-05290-3_68

Cited by 24 publications

(26 citation statements)

References 6 publications

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“…We focus on structural modifications to the internal architecture of composite components guided by change patterns that is currently lacking in our solution. Additional case studies (Gruhn et al, 1996;Javed et al, 2009) shall allow a more rigorous evaluation in terms of a solution that facilitates the notion of 'build-once, use-often philosophy' to evolve architectural models.…”

Section: Discussionmentioning

confidence: 99%

Pattern-driven Reuse in Architecture-centric Evolution for Service Software

Ahmad¹,

Jamshidi²,

Pahl

2012

Proceedings of the 7th International Conference on Software Paradigm Trends

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Abstract:Service-based architectures implement business processes as technical software services to develop enterprise software. As a consequence of frequent business and technical change cycles, the architect requires a reusecentered approach to systematically accommodate recurring changes in existing software. Our 'Pat-Evol' project aims at supporting pattern-driven reuse in architecture-centric evolution for service software. We propose architecture change mining as a complementary phase to a systematic architecture change execution. Therefore, we investigate the 'history' of sequential changes -exploiting change logs -to discover patterns of change that occur during evolution. To foster reuse, a pattern catalogue maintains an updated collection with once-off specification for identified pattern instances. This allows us to exploit change pattern as a generic, first class abstractions (that can be operationalised and parameterised) to support reuse in architecture-centric software evolution. The notion of 'build-once, use-often' empowers the role of an architect to model and execute generic and potentially reusable solution to recurring architecture evolution problems.

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Section: Discussionmentioning

confidence: 99%

Pattern-driven Reuse in Architecture-centric Evolution for Service Software

Ahmad¹,

Jamshidi²,

Pahl

2012

Proceedings of the 7th International Conference on Software Paradigm Trends

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“…Some scholars have put forward a kind of discovery-driven ontology evolution method [19]. Some proposed a ontology evolution patterns based on change operation framework.…”

Section: Ontology Reasoning Technology and Evolution Mechanism Resmentioning

confidence: 99%

Research on Real-world Multidimensional Stroke Ontology and Its Reasoning for Construction of the Evolution Model

Luan¹,

Li²,

Wang³

et al. 2016

Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications

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-The research planed to gather and standard the real world stroke clinical data from clinica to construct a stroke ontology corpus, through refactoring and sharing of data, established a multi-dimensional stroke ontology. And based on stroke diagnosis and treatment process, it integrated the evolution of reasoning mechanism research into the basic tier of theory, designed and implemented a multidimensional ontology the prototype experiment system which has building, reasoning, learning and evolution mechanism. The research results are expected to provide a shared system of concept of stroke to clinical diagnosis and treatment decisions, provide diagnosis and treatment strategy to optimize and design the stroke diagnosis and treatment plan, enhance the accuracy, objectivity and pertinency of diagnosis and treatment level, so as to provide the support of technical method for translating the application and development of medicine, which help to promote scientific, informatization, modernization of traditional Chinese medicine research.

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“…In [10], evolution patterns that work on the ontology level are identified. A classification of evolution patterns in four levels of abstraction is presented in [7]. The levels identified by the authors helped us in our classification system.…”

Section: Pattern Survey and Classificationmentioning

confidence: 99%

“…The most closely related approach in this regard is a categorization of pattern-based change operators in [7]. The paper defines four levels of abstraction of an ontology (element, element context, domain-specific and generic abstract level) to whose elements the said operators can be applied.…”

Section: Related Workmentioning

confidence: 99%

EvoPat – Pattern-Based Evolution and Refactoring of RDF Knowledge Bases

Rieß

Heino

Tramp

et al. 2010

Lecture Notes in Computer Science

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Abstract. Facilitating the seamless evolution of RDF knowledge bases on the Semantic Web presents still a major challenge. In this work we devise EvoPat -a pattern-based approach for the evolution and refactoring of knowledge bases. The approach is based on the definition of basic evolution patterns, which are represented declaratively and can capture simple evolution and refactoring operations on both data and schema levels. For more advanced and domain-specific evolution and refactorings, several simple evolution patterns can be combined into a compound one. We performed a comprehensive survey of possible evolution patterns with a combinatorial analysis of all possible before/after combinations, resulting in an extensive catalog of usable evolution patterns. Our approach was implemented as an extension for the OntoWiki semantic collaboration platform and framework.

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A Pattern-Based Framework of Change Operators for Ontology Evolution

Cited by 24 publications

References 6 publications

Pattern-driven Reuse in Architecture-centric Evolution for Service Software

Pattern-driven Reuse in Architecture-centric Evolution for Service Software

Research on Real-world Multidimensional Stroke Ontology and Its Reasoning for Construction of the Evolution Model

EvoPat – Pattern-Based Evolution and Refactoring of RDF Knowledge Bases

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