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  1. Proceedings of the 3rd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE 2014)
  2. OCL usability: a major challenge in adopting UML
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Towards more intelligent trace retrieval algorithms
A mapping study on bayesian networks for software quality prediction
SANAYOJAN: a framework for traceability link recovery between use-cases in software requirement specification and regulatory documents
Supporting comprehension of unfamiliar programs by modeling an expert's perception
Machine learning for constituency test of coordinating conjunctions in requirements specifications
OCL usability: a major challenge in adopting UML
A self-learning approach for validation of communication in embedded systems
Deriving time lines from texts
Mining issue tracking systems using topic models for trend analysis, corpus exploration, and understanding evolution

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OCL usability: a major challenge in adopting UML

Content Provider ACM Digital Library
Author Bordbar, Behzad Bajwa, Imran Sarwar Lee, Mark
Abstract In this paper, we present a novel approach to address the OCL usability problem by automatically producing OCL from English text. The main aspects of OCL usability problem are attributed as hard syntax of language, ambiguous nature of OCL expressions, and difficult interpretation of large OCL expressions. Our contribution is a novel approach that aims to present a method involving using Natural Language expressions and Model Transformation technology to improve OCL usability. The aim of the method is to produce a framework so that the user of UML tools can write constraints and pre/post conditions in English and the framework converts such English expressions to the equivalent OCL statements. The proposed approach is implemented in a software tool NL2OCLviaSBVR that generates OCL constraints from English text via SBVR. Our tool allows software modelers and developers to generate well-formed OCL expressions that results in valid and precise models. An empirical evaluation of the OCL constraints reveals that our natural language based approach to generate OCL constraints significantly outperforms the most closely related technique in terms of effort and effectiveness. .
Starting Page 32
Ending Page 37
Page Count 6
File Format PDF
ISBN 9781450328463
DOI 10.1145/2593801.2593807
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2014-06-03
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Constraints Ocl Natural language processing
Content Type Text
Resource Type Article
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