Recovering documentation-to-source-code traceability links using latent semantic indexing 论文

200325th International Conference on Software Engineering, 2003. Proceedings.引用 433
Software Engineering ResearchWeb Data Mining and AnalysisTopic Modeling
相关技术:Topic Modeling

摘要

An information retrieval technique, latent semantic indexing, is used to automatically identify traceability links from system documentation to program source code. The results of two experiments to identify links in existing software systems (i.e., the LEDA library, and Albergate) are presented. These results are compared with other similar type experimental results of traceability link identification using different types of information retrieval techniques. The method presented proves to give good results by comparison and additionally it is a low cost, highly flexible method to apply with regards to preprocessing and/or parsing of the source code and documentation.

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