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Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling

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Bibliographic Details
Main Authors: Christof, Tinnes, Timo, Kehrer, Mitchell, Joblin
Format: Book
Language:English
Published: Springer 2023
Subjects:
OCKHAM
Mining domain-specific edit
Online Access:https://link.springer.com/article/10.1007/s10515-023-00381-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8338
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spelling oai:localhost:PNK-83382023-04-27T01:26:25Z Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling Christof, Tinnes Timo, Kehrer Mitchell, Joblin OCKHAM Mining domain-specific edit CC BY Model transformations are central to model-driven software development. Applications of model transformations include creating models, handling model co-evolution, model merging, and understanding model evolution. In the past, various (semi-)automatic approaches to derive model transformations from meta-models or from examples have been proposed. These approaches require time-consuming handcrafting or the recording of concrete examples, or they are unable to derive complex transformations. We propose a novel unsupervised approach, called OCKHAM, which is able to learn edit operations from model histories in model repositories. OCKHAM is based on the idea that meaningful domain-specific edit operations are the ones that compress the model differences. 2023-04-27T01:26:25Z 2023-04-27T01:26:25Z 2023 Book https://link.springer.com/article/10.1007/s10515-023-00381-1 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8338 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic OCKHAM
Mining domain-specific edit
spellingShingle OCKHAM
Mining domain-specific edit
Christof, Tinnes
Timo, Kehrer
Mitchell, Joblin
Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
description CC BY
format Book
author Christof, Tinnes
Timo, Kehrer
Mitchell, Joblin
author_facet Christof, Tinnes
Timo, Kehrer
Mitchell, Joblin
author_sort Christof, Tinnes
title Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
title_short Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
title_full Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
title_fullStr Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
title_full_unstemmed Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
title_sort mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10515-023-00381-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8338
_version_ 1764358629617565696
score 8.893527

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