Publications:A New Approach to Data Mining for Software Design

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Title A New Approach to Data Mining for Software Design
Author Walid Taha and Scott Crosby and Kedar Swadi Kedar Swadi
Year 2004
PublicationType Conference Paper
Conference CSITeA'04. International Conference on Computer Science, Software Engineering, Information Technology, e-Business, and Applications
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Abstract We propose Exact Software Design Mining (ESDM)as a new approach to managing large software systems. ESDM is concerned with automatically extracting a program generator capable of exactly reconstructing the full code base. To illustrate thepotential effectiveness of this approach, we propose,implement, and test a basic algorithm extractingsuch generators. Experimental results on variousbenchmarks (including the Linux kernel) are encouraging.