Ferramentas de análise estatística e correlação para sistemas de recuperação da informação

• Khaíck Brito UEFS
• Rodrigo Calumby UEFS

Abstract

In order to compare information retrieval systems using efficacy measures,it is necessary to use a variety of tools and programs to perform efficacy, statistical analyzes and correlations. Thus, the comparison process ends up being long and complex due to the non integration of these tools. In order to overcome these difficulties, which directly affect researchers and developers, in this work were added analyzes, statistical tests with different libraries, heat map as a new possibility of visualizing results and tables of critical values to the range of resources of the tool AnalyzIR to solve multiple needs an integrated tool.

References

Alves, M. C. (2017 (acessado Marc¸o 09, 2019)). Test t de Student.
http://cmq.esalq.usp.br/wiki/lib/exe/fetch.php?media=publico:syllabvs:lcf5759a:testet:pdf.

Carmo, V. (2012 (acessado Marc¸o 09, 2019)a). Correlação.
http://www.inf.ufsc.br/ vera.carmo/Correlacao/CorrelacaoP earsonSpearmanKendall:pdf.

Carmo, V. (2012 (acessado Marc¸o 09, 2019)b). Teste de Mann-Whitney.
http://www.inf.ufsc.br/ vera.carmo/TestesdeHipoteses=T estesnaoparametricosMann-Whitney:pdf.

Carmo, V. (2012 (acessado Marc¸o 09, 2019)c). Teste de Wilcoxon.
http://www.inf.ufsc.br/ vera.carmo/TestesdeHipoteses=T estenaoparametricoWilcoxon:pdf.

Commons, A. (2016 (acessado Agosto 15, 2018)). Commons Math: The Apache Commons
Mathematics Library. http://commons.apache.org/proper/commons-math/.

Java (2017 (acessado Outubro 15, 2017)). Java Statistical Class. http://www.jsc.nildram.co.uk.

MacKenzie, S. (2016 (acessado Agosto 15, 2018)). Class Wilcoxon Signed Rank by Scott
MacKenzie. http://www.yorku.ca/mack/HCIbook/stats/WilcoxonSignedRank.html.

Rodrigues, V. (2018 (acessado Marc¸o 09, 2019)). ´Indice de similaridade de Jaccard e dendrograma
no R. https://medium.com/bio-data-blog/%C3%ADndice-de-similaridadede-jaccard-e-dendrograma-no-r-eba05d9d313a.