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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Al-Jamimi, Hamdi A. Ahmed, Moataz A. |
| Copyright Year | 2014 |
| Description | Author affiliation: Information and Computer Science Department, King Fahd University of Petroleum and Minerals Dhahran, Saudi Arabia (Al-Jamimi, Hamdi A.; Ahmed, Moataz A.) |
| Abstract | Model transformation by example is a novel trend in model-driven software engineering. The rationale behind this is to utilize existing knowledge represented by source and target models of previously developed systems; such as requirements analysis and software design models, respectively. Such knowledge can be utilized to derive transformation rules to be applied in future system developments. To achieve this goal, machine learning techniques can assist in discovering and formalizing desired transformation rules. Inductive Logic Programming (ILP) represents a highly applicable machine learning technique in this context. Given a set of examples and background knowledge encoded as a set of first-order logic descriptions, an ILP system attempts to derive rules describing different transformation steps in a purely declarative way. The induced rules follow the same logical description as the given examples and background knowledge. The objective of this work is to introduce initial setup of an ILP system that can be utilized to derive analysis-design transformation rules from a set of examples that represent pairs of analysis-design models. |
| Starting Page | 1 |
| Ending Page | 6 |
| File Size | 314973 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781479940769 |
| ISSN | 21593450 |
| e-ISBN | 9781479940752 |
| DOI | 10.1109/TENCON.2014.7022470 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-10-22 |
| Publisher Place | Thailand |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Analytical models Unified modeling language Atomic measurements Logic programming Software design Computational modeling Inductive Logic Programming Model Driven Development Requirement Analysis Software Design Model Transformation |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Computer Science Applications |
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