Application of swarm techniques to requirements engineering: Requirements tracing

Hakim Sultanov, Jane Huffman Hayes

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

26 Scopus citations

Abstract

We posit that swarm intelligence can be applied to effectively address requirements engineering problems. Specifically, this paper demonstrates the applicability of swarm intelligence to the requirements tracing problem using a simple ant colony algorithm. The technique has been validated using two real-world datasets from two problem domains. The technique can generate requirements traceability matrices (RTMs) between textual requirements artifacts (high level requirements traced to low level requirements, for example) with equivalent or better accuracy than traditional information retrieval techniques.

Original languageEnglish
Title of host publicationProceedings of the 2010 18th IEEE International Requirements Engineering Conference, RE2010
Pages211-220
Number of pages10
DOIs
StatePublished - 2010
Event2010 18th IEEE International Requirements Engineering Conference, RE2010 - Sydney, NSW, Australia
Duration: Sep 27 2010Oct 1 2010

Publication series

NameProceedings of the 2010 18th IEEE International Requirements Engineering Conference, RE2010

Conference

Conference2010 18th IEEE International Requirements Engineering Conference, RE2010
Country/TerritoryAustralia
CitySydney, NSW
Period9/27/1010/1/10

Keywords

  • Information retrieval
  • Requirements traceability
  • Software engineering
  • Swarms

ASJC Scopus subject areas

  • Software

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