LAI Guan-hui, WANG Xiao-bo, LIU Chao. Analysis and Improvement on Retrieval Methods for Traceability Links between Source Code and Documentation[J]. Acta Electronica Sinica, 2009, 37(S1): 22-30.
DOI:
LAI Guan-hui, WANG Xiao-bo, LIU Chao. Analysis and Improvement on Retrieval Methods for Traceability Links between Source Code and Documentation[J]. Acta Electronica Sinica, 2009, 37(S1): 22-30.DOI:
Analysis and Improvement on Retrieval Methods for Traceability Links between Source Code and Documentation
Software documentation is usually expressed in natural languages and free text
in which it captures large useful information.Establishing traceability links between documentation and source code can be helpful in Software Engineering Management.Currently
the recovery of traceability links is mostly based on information retrieval techniques
e.g.
probabilistic model
vector space model and Latent Semantic Indexing (LSI).But previous work only treats documentation and source code as plain text files without considering the features with respect to Software Engineering.Four enhancing strategies are proposed to improve the traditional LSI method based on the features of software documentation and source code
namely
source code clustering
identifiers classifying
similarity thesaurus and hierarchical structure enhancement.Experimental results show that the four enhancement strategies can increase the precision by about 15%.So
the special characteristics of documentation and source code should be considered carefully during the recovering traceability links between them.