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Towards Standardized Evaluation of Developer-Assistance Tools

Proksch, Sebastian ; Amann, Sven ; Mezini, Mira :
Towards Standardized Evaluation of Developer-Assistance Tools.
[Online-Edition: http://dx.doi.org/10.1145/2593822.2593827]
Proceedings of the 4th International Workshop on Recommendation Systems for Software Engineering - RSSE 2014
[Konferenz- oder Workshop-Beitrag], (2014)

Offizielle URL: http://dx.doi.org/10.1145/2593822.2593827

Kurzbeschreibung (Abstract)

Over the last years, researchers proposed a variety of assistance tools to support developers in their development environments. Many of the respective publications introduce new evaluation strategies or use custom datasets. Size and quality of the performed evaluations differ. Additionally, the strategies often use metrics that are tailored to the respective tools. As a result, comparing different assistance tools is very difficult.

In this work, we present a framework for the standardized evaluation of assistance tools, on the example of code recommenders. The framework combines different ideas and demands from previous work. Furthermore, we discuss how the community could jointly realize the framework.

Typ des Eintrags: Konferenz- oder Workshop-Beitrag (Keine Angabe)
Erschienen: 2014
Autor(en): Proksch, Sebastian ; Amann, Sven ; Mezini, Mira
Titel: Towards Standardized Evaluation of Developer-Assistance Tools
Sprache: Englisch
Kurzbeschreibung (Abstract):

Over the last years, researchers proposed a variety of assistance tools to support developers in their development environments. Many of the respective publications introduce new evaluation strategies or use custom datasets. Size and quality of the performed evaluations differ. Additionally, the strategies often use metrics that are tailored to the respective tools. As a result, comparing different assistance tools is very difficult.

In this work, we present a framework for the standardized evaluation of assistance tools, on the example of code recommenders. The framework combines different ideas and demands from previous work. Furthermore, we discuss how the community could jointly realize the framework.

Buchtitel: Proceedings of the 4th International Workshop on Recommendation Systems for Software Engineering - RSSE 2014
Freie Schlagworte: Documentation, Experimentation, Standardization, Integrated Development Environment, Content Assistance, Tools, Evaluation, Repository
Fachbereich(e)/-gebiet(e): Fachbereich Informatik > Softwaretechnik
Fachbereich Informatik
Hinterlegungsdatum: 13 Jun 2014 13:30
Offizielle URL: http://dx.doi.org/10.1145/2593822.2593827
ID-Nummer: 10.1145/2593822.2593827
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