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Model Mining
Mining Object Usage Models

Lehrstuhl für Softwaretechnik (Prof. Zeller)
Universität des Saarlandes – Informatik
Informatik Campus des Saarlandes
Campus E9 1 (CISPA)
66123 Saarbrücken
E-mail: zeller @ cs.uni-saarland.de
Telefon: +49 681 302-70970

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Mining Object Usage Models

Andrzej Wasylkowski: Mining Object Usage Models (Doctoral Symposium). 29th International Conference on Software Engineering (ICSE 2007), Minneapolis, MN, USA, May 2007. [DOI]

Programs usually follow many implicit programming rules or patterns, violations of which frequently lead to failures. This thesis proposes a novel approach to statically mine object usage models representing such patterns for objects used in a program. Additionally, we will describe how object usage models can be used to automatically detect defects, increase program understanding and support programmers by providing code templates. In preliminary experiments the proposed method detected two previously unknown bugs in open source software.

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<webmaster@st.cs.uni-saarland.de> · http://www.st.cs.uni-saarland.de/models/papers/icse-07.php · Stand: 2018-04-05 13:41