Speaker: Emily Hill
Department of Computer and info. Sciences
University of Delaware
Wednesday, May 7, 2008
1:25 PM
102A Smith
Abstract
When writing software, developers often employ abbreviations in identifier names. In fact, some abbreviations may never occur with the expanded word, or occur more often in the code. However, most existing program comprehension and search tools do little to address the problem of abbreviations, and therefore may miss meaningful pieces of code or relationships between software artifacts. We developed an automated approach to mining abbreviation expansions from source code to enhance software maintenance and program comprehension tools that utilize natural language information. Our scoped approach uses contextual information at the method, program, and general software level to automatically select the most appropriate expansion for a given abbreviation. We evaluated our approach on a set of 250 potential abbreviations and found that our scoped approach provides a 57\% improvement in accuracy over the current state of the art.
This is a dry-run of the talk Emily will give the following week at the Mining Software Repositories Workshop at the International Conference of Software Engineering (ICSE), Germany.