On the use of relevance feedback in IR-based concept location

Gregory Gay, Sonia Haiduc, Andrian Marcus, Tim Menzies
2009 2009 IEEE International Conference on Software Maintenance  
Concept location is a critical activity during software evolution as it produces the location where a change is to start in response to a modification request, such as, a bug report or a new feature request. Lexical based concept location techniques rely on matching the text embedded in the source code to queries formulated by the developers. The efficiency of such techniques is strongly dependent on the ability of the developer to write good queries. We propose an approach to augment
more » ... n retrieval (IR) based concept location via an explicit relevance feedback (RF) mechanism. RF is a two-part process in which the developer judges existing results returned by a search and the IR system uses this information to perform a new search, returning more relevant information to the user. A set of case studies performed on open source software systems reveals the impact of RF on the IR based concept location.
doi:10.1109/icsm.2009.5306315 dblp:conf/icsm/GayHMM09 fatcat:sghywnxwg5dvnl46c6fdaqipye