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Authors: Decius Pereira ; Luis Zárate and Mark Song

Affiliation: Pontifícia Universidade Católica de Minas Gerais, Brazil

Keyword(s): FCA, Formal Concept Analysis, Object-oriented, Class Hierarchy Engineering.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Engineering ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Ontology Engineering ; Software Engineering ; Symbolic Systems

Abstract: The class hierarchy is one of the most important activities of the object-oriented software development. The class design and its hierarchy is a difficult task especially when what is sought is an extensive and complex modeling. Some problems are difficult to understand even when modeled using a methodology. The precise construction of a class hierarchy requires deep understanding of the problem, a correct identification of attributes and methods, their similarities, dependencies and specializations. An inaccurate or incomplete class hierarchy entails manufacturing defects of the software, making it difficult to maintain or make corrections. The Formal Concept Analysis provides a theory which enables troubleshoot hierarchy of classes to accomplish the maximum factoring of classes while preserving the relationships of specialization. This paper presents an approach to the application of Formal Concept Analysis theory in class factoring to simplify the design stages of new classes. A f ramework was developed to support experiments. (More)

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Paper citation in several formats:
Pereira, D.; Zárate, L. and Song, M. (2014). Extraction of Classes Through the Application of Formal Concept Analysis. In Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-028-4; ISSN 2184-4992, SciTePress, pages 275-282. DOI: 10.5220/0004892302750282

@conference{iceis14,
author={Decius Pereira. and Luis Zárate. and Mark Song.},
title={Extraction of Classes Through the Application of Formal Concept Analysis},
booktitle={Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2014},
pages={275-282},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004892302750282},
isbn={978-989-758-028-4},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 16th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - Extraction of Classes Through the Application of Formal Concept Analysis
SN - 978-989-758-028-4
IS - 2184-4992
AU - Pereira, D.
AU - Zárate, L.
AU - Song, M.
PY - 2014
SP - 275
EP - 282
DO - 10.5220/0004892302750282
PB - SciTePress

- Science and Technology Publications, Lda.
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