A proposal of effort estimation method for information mining projects oriented to SMEs

Software projects need to predict the cost and effort with its associated quantity of resources at the beginning of every project. Information Mining projects are not an exception to this requirement, particularly when they are required by Small and Medium-sized Enterprises (SMEs). An existing Infor...

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Autores principales: Pytel, Pablo, Britos, Paola Verónica, García Martínez, Ramón
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2012
Materias:
Ciencias Informáticas
Effort Estimation method
Information Mining
Project Planning
Small and Mediumsized Enterprises
Software Engineering
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/85345
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-85345
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Effort Estimation method
Information Mining
Project Planning
Small and Mediumsized Enterprises
Software Engineering
spellingShingle Ciencias Informáticas
Effort Estimation method
Information Mining
Project Planning
Small and Mediumsized Enterprises
Software Engineering
Pytel, Pablo
Britos, Paola Verónica
García Martínez, Ramón
A proposal of effort estimation method for information mining projects oriented to SMEs
topic_facet Ciencias Informáticas
Effort Estimation method
Information Mining
Project Planning
Small and Mediumsized Enterprises
Software Engineering
description Software projects need to predict the cost and effort with its associated quantity of resources at the beginning of every project. Information Mining projects are not an exception to this requirement, particularly when they are required by Small and Medium-sized Enterprises (SMEs). An existing Information Mining projects estimation method is not reliable for small-sized projects because it tends to overestimates the estimated efforts. Therefore, considering the characteristics of these projects developed with the CRISP-DM methodology, an estimation method oriented to SMEs is proposed in this paper. First, the main features of SMEs' projects are described and applied as cost drivers of the new method with the corresponding formula. Then this is validated by comparing its results to the existing estimation method using SMEs real projects. As a result, it can be seen that the proposed method produces a more accurate estimation than the existing estimation method for small-sized projects.
format Objeto de conferencia
Objeto de conferencia
author Pytel, Pablo
Britos, Paola Verónica
García Martínez, Ramón
author_facet Pytel, Pablo
Britos, Paola Verónica
García Martínez, Ramón
author_sort Pytel, Pablo
title A proposal of effort estimation method for information mining projects oriented to SMEs
title_short A proposal of effort estimation method for information mining projects oriented to SMEs
title_full A proposal of effort estimation method for information mining projects oriented to SMEs
title_fullStr A proposal of effort estimation method for information mining projects oriented to SMEs
title_full_unstemmed A proposal of effort estimation method for information mining projects oriented to SMEs
title_sort proposal of effort estimation method for information mining projects oriented to smes
publishDate 2012
url http://sedici.unlp.edu.ar/handle/10915/85345
work_keys_str_mv AT pytelpablo aproposalofeffortestimationmethodforinformationminingprojectsorientedtosmes
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