dc.creator | Moreno García, María N. | es |
dc.creator | Ramos Román, Isabel | es |
dc.creator | García Peñalvo, Francisco J. | es |
dc.creator | Toro Bonilla, Miguel | es |
dc.date.accessioned | 2017-05-03T08:32:28Z | |
dc.date.available | 2017-05-03T08:32:28Z | |
dc.date.issued | 2008 | |
dc.identifier.citation | Moreno García, M.N., Ramos Román, I., García Peñalvo, F.J. y Toro Bonilla, M. (2008). An association rule mining method for estimating the impact of project management policies on software quality, development time and effort. Expert Systems with Applications, 34 (1), 522-529. | |
dc.identifier.issn | 0957-4174 | es |
dc.identifier.uri | http://hdl.handle.net/11441/59115 | |
dc.description.abstract | Accurate and early estimations are essential for effective decision making in software project management. Nowadays, classical estimation
models are being replaced by data mining models due to their application simplicity and the rapid production of profitable
results. In this work, a method for mining association rules that relate project attributes is proposed. It deals with the problem of discretizing
continuous data in order to generate a manageable number of high confident association rules. The method was validated by
applying it to data from a Software Project Simulator. The association model obtained allows us to estimate the influence of certain
management policy factors on various software project attributes simultaneously. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Elsevier | es |
dc.relation.ispartof | Expert Systems with Applications, 34 (1), 522-529. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Association rules | es |
dc.subject | Data mining | es |
dc.subject | Software estimation | es |
dc.subject | Project management | es |
dc.subject | Simulation | es |
dc.title | An association rule mining method for estimating the impact of project management policies on software quality, development time and effort | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessrights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.publisherversion | http://www.sciencedirect.com/science/article/pii/S095741740600296X | es |
dc.identifier.doi | 10.1016/j.eswa.2006.09.022 | es |
idus.format.extent | 8 | es |
dc.journaltitle | Expert Systems with Applications | es |
dc.publication.volumen | 34 | es |
dc.publication.issue | 1 | es |
dc.publication.initialPage | 522 | es |
dc.publication.endPage | 529 | es |