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26th International Conference on Software Engineering (ICSE'04)   pp. 656-665
Evaluating Object-Oriented Designs with Link Analysis

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DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICSE.2004.1317487
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Abstract
The Hyperlink Induced Topic Search algorithm, which is a method of link analysis, primarily developed for retrieving information from the Web, is extended in this paper, in order to evaluate one aspect of quality in an object-oriented model. Considering the number of discrete messages exchanged between classes, it is possible to identify "God" classes in the system, elements which imply a poorly designed model. The principal eigenvectors of matrices derived from the adjacency matrix of a modified class diagram, are used to identify and quantify heavily loaded portions of an object-oriented design that deviate from the principle of distributed responsibilities. The non-principal eigenvectors are also employed in order to identify possible reusable components in the system. The methodology can be easily automated as illustrated by a Java program that has been developed for this purpose.
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Citation:  Alexander Chatzigeorgiou, Spiros Xanthos, George Stephanides, "Evaluating Object-Oriented Designs with Link Analysis," icse, pp. 656-665,  26th International Conference on Software Engineering (ICSE'04),  2004

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