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Prioritization of issues and requirements by cumulative voting: A compositional data analysis framework
Ansvarlig organisasjon
2010 (engelsk)Konferansepaper, Publicerat paper (Fagfellevurdert) Published
Abstract [en]

Cumulative Voting (CV), also known as Hundred-Point Method, is a simple and straightforward technique, used in various prioritization studies in software engineering. Multiple stakeholders (users, developers, consultants, marketing representatives or customers) are asked to prioritize issues concerning requirements, process improvements or change management in a ratio scale. The data obtained from such studies contain useful information regarding correlations of issues and trends of the respondents towards them. However, the multivariate and constrained nature of data requires particular statistical analysis. In this paper we propose a statistical framework; the multivariate Compositional Data Analysis (CoDA) for analyzing data obtained from CV prioritization studies. Certain methodologies for studying the correlation structure of variables are applied to a dataset concerning impact analysis issues prioritized by software professionals under different perspectives. These involve filling of zeros, transformation using the geometric mean, principle component analysis on the transformed variables and graphical representation by biplots and ternary plots.

sted, utgiver, år, opplag, sider
Lille: IEEE , 2010.
Emneord [en]
Data reduction, Mathematical transformations, Software engineering
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-7600DOI: 10.1109/SEAA.2010.35Lokal ID: oai:bth.se:forskinfoAA7ECA4F47A40296C1257811004C1F44ISBN: 978-076954170-9 (tryckt)OAI: oai:DiVA.org:bth-7600DiVA, id: diva2:835243
Konferanse
36th EUROMICRO Conference on Software Engineering and Advanced Applications, SEAA
Tilgjengelig fra: 2012-09-18 Laget: 2011-01-07 Sist oppdatert: 2018-01-11bibliografisk kontrollert

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Totalt: 78 treff
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