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 language | English |
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Title of host publication | Proceedings of the 2010 18th IEEE International Requirements Engineering Conference, RE2010 |
Pages | 211-220 |
Number of pages | 10 |
DOIs | |
State | Published - 2010 |
Event | 2010 18th IEEE International Requirements Engineering Conference, RE2010 - Sydney, NSW, Australia Duration: Sep 27 2010 → Oct 1 2010 |
Publication series
Name | Proceedings of the 2010 18th IEEE International Requirements Engineering Conference, RE2010 |
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Conference
Conference | 2010 18th IEEE International Requirements Engineering Conference, RE2010 |
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Country/Territory | Australia |
City | Sydney, NSW |
Period | 9/27/10 → 10/1/10 |
Keywords
- Information retrieval
- Requirements traceability
- Software engineering
- Swarms
ASJC Scopus subject areas
- Software