Item Infomation
Title: |
Mining domain-specific edit operations from model repositories with applications to semantic lifting of model differences and change profiling |
Authors: |
Christof, Tinnes Timo, Kehrer Mitchell, Joblin |
Issue Date: |
2023 |
Publisher: |
Springer |
Abstract: |
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. |
Description: |
CC BY |
URI: |
https://link.springer.com/article/10.1007/s10515-023-00381-1 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8338 |
Appears in Collections |
OER - Công nghệ thông tin |
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