Skip to Main content Skip to Navigation
New interface
Conference papers

Lessons Learned in Applying Formal Concept Analysis

Abstract : A key difficulty in the maintenance and evolution of complex software systems is to recognize and understand the implicit dependencies that define contracts that must be respected by changes to the software. Formal Concept Analysis is a well-established technique for identifying groups of elements with common sets of properties. We have successfully applied FCA to complex software systems in order to automatically discover a variety of different kinds of implicit, recurring sets of dependencies amongst design artifacts. In this paper we describe our approach, outline three case studies, and draw various lessons from our experiences. In particular, we discuss how our approach is applied iteratively in order to draw the maximum benefit offered by FCA.
Document type :
Conference papers
Complete list of metadata
Contributor : Lse Lse Connect in order to contact the contributor
Submitted on : Saturday, November 6, 2010 - 11:58:24 AM
Last modification on : Tuesday, May 3, 2022 - 11:04:02 AM
Long-term archiving on: : Monday, February 7, 2011 - 2:27:17 AM


Files produced by the author(s)


  • HAL Id : inria-00533445, version 1


Gabriela Beatriz Arévalo, Stéphane Ducasse, Oscar Nierstrasz. Lessons Learned in Applying Formal Concept Analysis. International Conference on Formal Concept Analysis (ICFCA '05), Nov 2005, Paris, France. ⟨inria-00533445⟩



Record views


Files downloads