Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure.

Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler, Josef Pichler, Wilhelm Kirchmayr, Ewald Draxler

Research output: Contribution to conferencePaperpeer-review

Abstract

In this work a Case-Based reasoning system for managing production processes, declarative production process definitions in particular, with main focus on analysis and maintenance is introduced whereby each process task is represented by a case. A single process task definition includes among other elements, formulas, represented by fragmental program code. To get a meaningful similarity function among such cases, a new fuzzy tree edit distance metric on the formulas’ abstract syntax tree has been developed. The fuzzy tree edit distance addresses two aspects of similarity – similarity in terms of similar structure and similarity in terms of similar wording. As such, the proposed method represents a multidisciplinary approach to production process maintenance that includes methods from Case-Based reasoning and code clone detection.

Original languageEnglish
Pages366-380
Number of pages15
DOIs
Publication statusPublished - 2015

Keywords

  • Abstract syntax tree
  • Case base maintenance
  • Code clone detection
  • Hierarchical clustering
  • Similarity measure
  • Tree edit distance

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