Analogy-based software development effort estimation in global software development

TitreAnalogy-based software development effort estimation in global software development
Publication TypeConference Paper
Year of Publication2015
AuthorsBajta, MEl
Conference Name2015 IEEE 10TH INTERNATIONAL CONFERENCE ON GLOBAL SOFTWARE ENGINEERING WORKSHOPS (ICGSEW 2015)
PublisherIEEE; IEEE Comp Soc; SIEMENS; Escuela Super Informatica; Alarcos Res Grp; Indra; Univ Castilla La Mancha; Investigac, Desarrollo & Innovac; TSI; Alarcos Qual Ctr
ISBN Number978-1-4799-9874-6
Abstract

Context: Software development has always been characterised by certain parameters. In the case of global software development, one of the important challenges for software developers is that of predicting the development effort of a software system on the basis of developer details, size, complexity, and other measures. Objective: The main research topics related to global software development effort estimation are the definition and empirical evaluation of a search-based approach with which to build new estimation models and the definition and empirical evaluation of all available early data. Datasets have been used as a basis to carry out an analogy-based estimation using similarity functions and measures. Method: Many of the problems concerning the existing effort estimation challenges can be solved by creating an analogy. This paper describes an enhanced analogy-based model for the estimation of software development effort and proposes a new approach using similarity functions and measures for software effort estimation. Result: A new approach for analogy-based reasoning with which to enhance the performance of cost estimation in distributed or combined software projects dealing with numerical and categorical data. The proposed method will be validated empirically using The International Software Benchmarking Standards Group dataset as a basis. Conclusion: The proposed estimation model could be a useful approach for early stage effort estimation on distributed projects.

DOI10.1109/ICGSEW.2015.19
Revues: 

Partenaires

Localisation


Location map

Suivez-nous sur

  

Contactez-nous

ENSIAS

Avenue Mohammed Ben Abdallah Regragui, Madinat Al Irfane, BP 713, Agdal Rabat, Maroc

Résultat de recherche d'images pour "icone fax" Télécopie : (+212) 5 37 77 72 30

    Compteur de visiteurs:301,850
    Education - This is a contributing Drupal Theme
    Design by WeebPal.