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Authors: Salma El Koutbi and Ali Idri

Affiliation: University Mohammed V, Morocco

Keyword(s): Error Software Effort Estimation, Entropy, Fuzzy C-Means Algorithm, Fuzzy Analogy.

Abstract: Software engineering community often investigates the error concerning software development effort estimation as a part, and sometimes, as an improvement of an effort estimation technique. The aim of this paper is to propose an approach dealing with both model and attributes measurement error sources whatever the effort estimation technique used. To do that, we explore the concepts of entropy and fuzzy clustering to propose a new framework to cope with both error sources. The proposed framework has been evaluated with the COCOMO’81 dataset and the Fuzzy Analogy effort estimation technique. The results are promising since the actual confidence interval percentages are closer to those proposed by the framework.

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Paper citation in several formats:
El Koutbi, S. and Idri, A. (2017). Entropy-based Framework Dealing with Error in Software Development Effort Estimation. In Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering - ENASE; ISBN 978-989-758-250-9; ISSN 2184-4895, SciTePress, pages 195-202. DOI: 10.5220/0006312901950202

@conference{enase17,
author={Salma {El Koutbi}. and Ali Idri.},
title={Entropy-based Framework Dealing with Error in Software Development Effort Estimation},
booktitle={Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering - ENASE},
year={2017},
pages={195-202},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006312901950202},
isbn={978-989-758-250-9},
issn={2184-4895},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering - ENASE
TI - Entropy-based Framework Dealing with Error in Software Development Effort Estimation
SN - 978-989-758-250-9
IS - 2184-4895
AU - El Koutbi, S.
AU - Idri, A.
PY - 2017
SP - 195
EP - 202
DO - 10.5220/0006312901950202
PB - SciTePress

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