A comparative analysis of similarity measurement techniques through SimReq framework

  • Authors:
  • Muhammad Ilyas;Josef Küng

  • Affiliations:
  • University of Linz, Linz, Austria;University of Linz, Linz, Austria

  • Venue:
  • Proceedings of the 7th International Conference on Frontiers of Information Technology
  • Year:
  • 2009

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Abstract

The study of semantic similarity has long been an essential part of natural language processing. In informational retrieval, usage of similarity measurement is getting popularity day by day, but usage of similarity measurements in requirements engineering is not very common. Previously, we have presented SimReq, a Similarity Measurement Framework for requirements engineering. In this paper, we have used different similarity measurement techniques with SimReq framework, and perform a comparative analysis among those similarity measurement techniques. Results have shown that efficiency of Cosine similarity measurement is always better than rest of other similarity measurement techniques.