DKPro Statistics

DKPro Statistics is a collection of open-licensed statistical tools written in Java. The software library is divided into the following modules:

  • DKPro Agreement (dkpro-statistics-agreement) is a module for computing multiple inter-rater agreement measures using a shared interface and data model. Based on this model, the software allows for analyzing coding (i.e., assigning categories to fixed items) and unitizing setups (i.e., segmenting the data into codable units). The software has been recently described in our COLING 2014 demo paper.
  • DKPro Correlation (dkpro-statistics-correlation) is a module for computing correlation and association measures.
  • DKPro Significance (dkpro-statistics-significance) is a module for assessing statistical significance.

Visit our GitHub project site for download information and documentation.

License and Availability

The latest version of DKPro Statistics is available via Maven Central. If you use Maven as your build tool, then you can add DKPro Statistics as a dependency in your pom.xml file (use one of the submodules to access, e.g., DKPro Agreement):

<dependency>
<groupId>org.dkpro.statistics</groupId>
   
<artifactId>dkpro-statistics-agreement</artifactId>
   
<version>2.1.0</version>
</dependency>

DKPro Statistics is available as open source software under the Apache License 2.0 (ASL) from our GitHub project site.

Publications

Christian M. Meyer, Margot Mieskes, Christian Stab, and Iryna Gurevych: DKPro Agreement: An Open-Source Java Library for Measuring Inter-Rater Agreement, in: Proceedings of the 25th International Conference on Computational Linguistics (COLING), p. 105–109, August 2014. Dublin, Ireland.
PDF | Proceedings

People Involved

  • Richard Eckart de Castilho
  • Iryna Gurevych
  • Christian M. Meyer
  • Margot Mieskes
  • Christian Stab
  • Torsten Zesch
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