Title :
Recovering documentation-to-source-code traceability links using latent semantic indexing
Author :
Marcus, Andrian ; Maletic, Jonathan I.
Author_Institution :
Dept. of Comput. Sci., Kent State Univ., OH, USA
Abstract :
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.
Keywords :
computer aided software engineering; indexing; information retrieval; system documentation; information retrieval technique; latent semantic indexing; program source code; system documentation; traceability link identification; Computer science; Costs; Documentation; Indexing; Information analysis; Information retrieval; Natural languages; Software engineering; Software libraries; Software systems;
Conference_Titel :
Software Engineering, 2003. Proceedings. 25th International Conference on
Print_ISBN :
0-7695-1877-X
DOI :
10.1109/ICSE.2003.1201194