Title :
Combining textual and structural analysis of software artifacts for traceability link recovery
Author :
McMillan, Collin ; Poshyvanyk, Denys ; Revelle, Meghan
Author_Institution :
Dept. of Comput. Sci., Coll. of William & Mary, Williamsburg, VA
Abstract :
Existing methods for recovering traceability links among software documentation artifacts analyze textual similarities among these artifacts. It may be the case, however, that related documentation elements share little terminology or phrasing. This paper presents a technique for indirectly recovering these traceability links in requirements documentation by combining textual with structural information as we conjecture that related requirements share related source code elements. A preliminary case study indicates that our combined approach improves the precision and recall of recovering relevant links among documents as compared to stand-alone methods based solely on analyzing textual similarities.
Keywords :
information retrieval; software engineering; system documentation; requirements documentation; software documentation artifacts; source code elements; structural analysis; textual analysis; traceability link recovery; Computer science; Documentation; Educational institutions; Indexing; Information analysis; Information retrieval; Large scale integration; Matrix decomposition; Software tools; Terminology;
Conference_Titel :
Traceability in Emerging Forms of Software Engineering, 2009. TEFSE '09. ICSE Workshop on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-3741-2
DOI :
10.1109/TEFSE.2009.5069582