• DocumentCode
    2970368
  • Title

    Structuring software for reuse-the case of self-organizing maps

  • Author

    Merkl, Dieter

  • Author_Institution
    Inst. fur Angewandte Inf. und Informationssyst., Wien Univ., Austria
  • Volume
    3
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    2468
  • Abstract
    This paper is concerned with the application of Kohonen´s self-organizing map in the area of software reuse. Although software reuse has a long historical tradition in research, what is still missing is an appropriate way to structure software repositories according to the semantic similarities of the stored software components. In this paper we describe an approach to overcome this inconvenience by applying Kohonen´s self-organizing map to the description of software components. As a result we obtain a semantically structured software library.
  • Keywords
    computational linguistics; operating systems (computers); self-organising feature maps; software libraries; software reliability; Kohonen self-organizing map; neural nets; semantic similarity; software library; software repository; software reuse; Application software; Artificial neural networks; Computer aided software engineering; Productivity; Reliability engineering; Self organizing feature maps; Software engineering; Software libraries; Software quality; Software reusability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714224
  • Filename
    714224