Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Thu 30 May 2019 11:40 - 11:50 at Duluth - Tool Taxonomy and Adoption Chair(s): Bogdan Vasilescu

Informal language and the absence of a standard taxonomy for software technologies make it difficult to reliably analyze technology trends on discussion forums and other on-line venues. We propose an automated approach called Witt for the categorization of software technology (an expanded version of the hypernym discovery problem). Witt takes as input a phrase describing a software technology or concept and returns a general category that describes it (e.g., integrated development environment), along with attributes that further qualify it (commercial, php, etc.). By extension, the approach enables the dynamic creation of lists of all technologies of a given type (e.g., web application frameworks). Our approach relies on Stack Overflow and Wikipedia, and involves numerous original domain adaptations and a new solution to the problem of normalizing automatically-detected hypernyms. We compared Witt with six independent taxonomy tools and found that, when applied to software terms, Witt demonstrated better coverage than all evaluated alternate solutions, without a corresponding degradation in false positive rate.

Thu 30 May

icse-2019-Paper-Presentations
11:00 - 12:30: Papers - Tool Taxonomy and Adoption at Duluth
Chair(s): Bogdan VasilescuCarnegie Mellon University
icse-2019-Technical-Papers11:00 - 11:20
Talk
Pre-print
icse-2019-Technical-Papers11:20 - 11:40
Talk
David KavalerUniversity of California, Davis, Asher TrockmanUniversity of Evansville, Bogdan VasilescuCarnegie Mellon University, Vladimir FilkovUniversity of California at Davis, USA
Pre-print
icse-2019-Journal-First-Paper11:40 - 11:50
Talk
Mathieu NassifMcGill University, Christoph TreudeThe University of Adelaide, Martin RobillardMcGill University
Link to publication DOI Pre-print
icse-2019-Demonstrations11:50 - 12:10
Talk
Mathieu NassifMcGill University, Christoph TreudeThe University of Adelaide, Martin RobillardMcGill University
icse-2019-Paper-Presentations12:10 - 12:30
Talk