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Secil Ugurel

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Publications by Secil Ugurel (bibliography)

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2003
 
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Krovetz, Robert, Ugurel, Secil and Giles, Clyde Lee (2003): Classification of source code archives. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 2003. pp. 425-426.

The World Wide Web contains a number of source code archives. Programs are usually classified into various categories within the archive by hand. We report on experiments for automatic classification of source code into these categories. We examined a number of factors that affect classification accuracy. Weighting features by expected entropy loss makes a significant improvement in classification accuracy. We show a Support Vector Machine can be trained to classify source code with a high degree of accuracy. We feel these results show promise for software reuse.

© All rights reserved Krovetz et al. and/or ACM Press

 
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