@ARTICLE{Gueheneuc07-TSE-MultiLayeredFramework,
   AUTHOR       = {Yann-Ga�l Gu�h�neuc and Giuliano Antoniol},
   JOURNAL      = {Transactions on Software Engineering (TSE)},
   TITLE        = {DeMIMA: A Multi-layered Framework for Design Pattern 
      Identification},
   YEAR         = {2008},
   MONTH        = {September},
   NOTE         = {18 pages.},
   NUMBER       = {5},
   PAGES        = {667--684},
   VOLUME       = {34},
   EDITOR       = {Sebastian Elbaum and David S. Rosenblum},
   KEYWORDS     = {Topic: <b>Design patterns</b>, Venue: <b>TSE</b>},
   PUBLISHER    = {IEEE CS Press},
   URL          = {http://www.ptidej.net/publications/documents/TSE08.doc.pdf},
   ABSTRACT     = {Design patterns are important in object-oriented 
      programming because they offer design motifs, elegant solutions to 
      recurrent design problems, which improve the quality of software 
      systems. Design motifs facilitate system maintenance by helping to 
      understand design and implementation. However, after implementation, 
      design motifs are spread throughout the source code and are thus not 
      directly available to maintainers. We present DeMIMA, an approach to 
      identify semi-automatically micro-architectures that are similar to 
      design motifs in source code and to ensure the traceability of these 
      micro-architectures between implementation and design. DeMIMA 
      consists of three layers: two layers to recover an abstract model of 
      the source code, including binary class relationships, and a third 
      layer to identify design patterns in the abstract model. We apply 
      DeMIMA to five open-source systems and, on average, we observe 34\% 
      precision for the considered 12 design motifs. Through the use of 
      explanation-based constraint programming, DeMIMA ensures 100\% recall 
      on the five systems. We also apply DeMIMA on 33 industrial 
      components.}
}

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We also apply DeMIMA on 33 industrial components.","bibtex":"@ARTICLE{Gueheneuc07-TSE-MultiLayeredFramework,\r\n AUTHOR = {Yann-Ga�l Gu�h�neuc and Giuliano Antoniol},\r\n JOURNAL = {Transactions on Software Engineering (TSE)},\r\n TITLE = {DeMIMA: A Multi-layered Framework for Design Pattern \r\n Identification},\r\n YEAR = {2008},\r\n MONTH = {September},\r\n NOTE = {18 pages.},\r\n NUMBER = {5},\r\n PAGES = {667--684},\r\n VOLUME = {34},\r\n EDITOR = {Sebastian Elbaum and David S. Rosenblum},\r\n KEYWORDS = {Topic: <b>Design patterns</b>, Venue: <b>TSE</b>},\r\n PUBLISHER = {IEEE CS Press},\r\n URL = {http://www.ptidej.net/publications/documents/TSE08.doc.pdf},\r\n ABSTRACT = {Design patterns are important in object-oriented \r\n programming because they offer design motifs, elegant solutions to \r\n recurrent design problems, which improve the quality of software \r\n systems. Design motifs facilitate system maintenance by helping to \r\n understand design and implementation. However, after implementation, \r\n design motifs are spread throughout the source code and are thus not \r\n directly available to maintainers. We present DeMIMA, an approach to \r\n identify semi-automatically micro-architectures that are similar to \r\n design motifs in source code and to ensure the traceability of these \r\n micro-architectures between implementation and design. DeMIMA \r\n consists of three layers: two layers to recover an abstract model of \r\n the source code, including binary class relationships, and a third \r\n layer to identify design patterns in the abstract model. We apply \r\n DeMIMA to five open-source systems and, on average, we observe 34\\% \r\n precision for the considered 12 design motifs. Through the use of \r\n explanation-based constraint programming, DeMIMA ensures 100\\% recall \r\n on the five systems. 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