Model transformation by example using inductive logic programming.
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| Title: | Model transformation by example using inductive logic programming. |
|---|---|
| Authors: | Balogh, Zoltán1,2 zoltan.balogh@optxware.hu, Varró, Dániel1,2 varro@mit.bme.hu |
| Source: | Software & Systems Modeling. Jul2009, Vol. 8 Issue 3, p347-364. 18p. 11 Diagrams. |
| Subjects: | Computer programming, Parallel logic programming, Programming languages, Computer software, Model-integrated computing, Horn clauses |
| Abstract: | Model transformation by example is a novel approach in model-driven software engineering to derive model transformation rules from an initial prototypical set of interrelated source and target models, which describe critical cases of the model transformation problem in a purely declarative way. In the current paper, we automate this approach using inductive logic programming (Muggleton and Raedt in J Logic Program 19-20:629–679, 1994) which aims at the inductive construction of first-order clausal theories from examples and background knowledge. [ABSTRACT FROM AUTHOR] |
| Copyright of Software & Systems Modeling is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 42870974 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Model transformation by example using inductive logic programming. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Balogh%2C+Zoltán%22">Balogh, Zoltán</searchLink><relatesTo>1,2</relatesTo><i> zoltan.balogh@optxware.hu</i><br /><searchLink fieldCode="AR" term="%22Varró%2C+Dániel%22">Varró, Dániel</searchLink><relatesTo>1,2</relatesTo><i> varro@mit.bme.hu</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Software+%26+Systems+Modeling%22">Software & Systems Modeling</searchLink>. Jul2009, Vol. 8 Issue 3, p347-364. 18p. 11 Diagrams. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Computer+programming%22">Computer programming</searchLink><br /><searchLink fieldCode="DE" term="%22Parallel+logic+programming%22">Parallel logic programming</searchLink><br /><searchLink fieldCode="DE" term="%22Programming+languages%22">Programming languages</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+software%22">Computer software</searchLink><br /><searchLink fieldCode="DE" term="%22Model-integrated+computing%22">Model-integrated computing</searchLink><br /><searchLink fieldCode="DE" term="%22Horn+clauses%22">Horn clauses</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Model transformation by example is a novel approach in model-driven software engineering to derive model transformation rules from an initial prototypical set of interrelated source and target models, which describe critical cases of the model transformation problem in a purely declarative way. In the current paper, we automate this approach using inductive logic programming (Muggleton and Raedt in J Logic Program 19-20:629–679, 1994) which aims at the inductive construction of first-order clausal theories from examples and background knowledge. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Software & Systems Modeling is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10270-008-0092-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 18 StartPage: 347 Subjects: – SubjectFull: Computer programming Type: general – SubjectFull: Parallel logic programming Type: general – SubjectFull: Programming languages Type: general – SubjectFull: Computer software Type: general – SubjectFull: Model-integrated computing Type: general – SubjectFull: Horn clauses Type: general Titles: – TitleFull: Model transformation by example using inductive logic programming. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Balogh, Zoltán – PersonEntity: Name: NameFull: Varró, Dániel IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: Jul2009 Type: published Y: 2009 Identifiers: – Type: issn-print Value: 16191366 Numbering: – Type: volume Value: 8 – Type: issue Value: 3 Titles: – TitleFull: Software & Systems Modeling Type: main |
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