CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration

by Rekiek Siham, Azmani Abdellah, El Harzli Mohamed
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 106 - Number 4
Year of Publication: 2014
Authors: Rekiek Siham, Azmani Abdellah, El Harzli Mohamed
10.5120/18507-9576

Rekiek Siham, Azmani Abdellah, El Harzli Mohamed . Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration. International Journal of Computer Applications. 106, 4 ( November 2014), 11-18. DOI=10.5120/18507-9576

@article{ 10.5120/18507-9576,
author = { Rekiek Siham, Azmani Abdellah, El Harzli Mohamed },
title = { Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration },
journal = { International Journal of Computer Applications },
issue_date = { November 2014 },
volume = { 106 },
number = { 4 },
month = { November },
year = { 2014 },
issn = { 0975-8887 },
pages = { 11-18 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume106/number4/18507-9576/ },
doi = { 10.5120/18507-9576 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:38:29.961536+05:30
%A Rekiek Siham
%A Azmani Abdellah
%A El Harzli Mohamed
%T Using Genetic Algorithms for the Classification of Employees in the Context of a Transformation to the e-Administration
%J International Journal of Computer Applications
%@ 0975-8887
%V 106
%N 4
%P 11-18
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This article presents a general vision to perform a transformation of an ordinary service to an e-service as part of the modernization of a public Administration. Human resources have been opted to play an essential role in this transformation. This work is summed up in a method that helps choosing employees (functionaries) most willing to be adapted to the changes induced by the establishment of an e-service. The genetic algorithms have been chosen to be applied, on the base of criteria retained in the evaluation of employees, in order to create mutations between generations to reach a better generation.

References
  1. C. Atiwitayaporn, R. Vehachart, "Operation in Educational Administration Development of Values about the Sufficiency Project Presented by E-Book", Procedia - Social and Behavioral Sciences, vol. 46, 2012, Pages 363-366.
  2. C. Mattina, "Gouverner la démocratie locale urbaine. Comités de quartier et conseils de quartier à Marseille, Toulon et Nice", Sociologie du Travail, vol. 50, Issue 2, April–June 2008, Pages 184-199.
  3. V. Ratsimbazafy, "Derniers textes parus sur la gouvernance des établissements publics de santé", Actualités Pharmaceutiques Hospitalières, vol. 6, Issue 21, February 2010, Pages 52-54.
  4. M. Yildiz, "E-government research: Reviewing the literature, limitations, and ways forward", Government Information Quarterly, vol. 24, Issue 3, July 2007, Pages 646-665.
  5. M. Quéré, "Territoire et gouvernance locale : le cas de Sophia-Antipolis", Géographie Économie Société, vol. 4, Issue 2, August 2002, Pages 225-246.
  6. V. Béal, "Gouverner l'environnement dans les villes européennes: des configurations d'acteurs restructurées pour la production des politiques urbaines", Sociologie du Travail, vol. 52, Issue 4, October–December 2010, Pages 538-560.
  7. J. Andersson, "Another step for e-administration", Biometric Technology Today, vol. 15, Issue 5, May 2007, Page 9.
  8. I. N. E. DIAGNE, "L'exemple du sénégal, facilitation des échanges et coopération Sud Sud", Yaoundé Sept 2006.
  9. L. henin, "Guichet unique et intégration des TIC dans les administrations communales", Cita - cellule interfacultaire de technology assessment, Fundp namur.
  10. L. Urciuoli, J. Hintsa, J. Ahokas, "Drivers and barriers affecting usage of e-Customs — A global survey with customs administrations using multivariate analysis techniques", Government Information Quarterly, vol. 30, Issue 4, October 2013, Pages 473-485.
  11. S. H. Bhuiyan, "Modernizing Bangladesh public administration through e-governance: Benefits and challenges", Government Information Quarterly, vol. 28, Issue 1, January 2011, Pages 54-65.
  12. B. O. Hans, "Décentralisation et gouvernance locale, module 1 : définitions et concepts", Direction du développement et de la coopération. Ressources thématiques, section Gouvernance.
  13. Erin Research Inc. , "Les citoyens d'abord", Sommaire de l'étude réalisée pour le Réseau du service axé sur les citoyens, Ottawa, Centre canadien de gestion, 1998, p. 8.
  14. D. Nicolas, "Algorithmes génétiques et autres méthodes d'optimisation appliquées à la gestion de trafic aérien", Habilitation à diriger des recherches. Institut National Polytechnique de Toulouse, France (2004).
  15. J. R. Zeidi, N. Javadian, R. Tavakkoli-Moghaddam, F. Jolai, "A hybrid multi-objective approach based on the genetic algorithm and neural network to design an incremental cellular manufacturing system", Computers & Industrial Engineering, vol. 66, Issue 4, December 2013, Pages 1004-1014.
  16. M. Mitchell, "An introduction to genetic algorithms", MIT Press, Cambridge, Massachusetts, 1999.
  18. S. N. Sivanandam, S. N. Deepa, "Introduction to Genetic Algorithms", ISBN 978-3-540-73189-4 Springer Berlin Heidelberg New York, 2008.
  19. I. Chouchani, "Utilisation d'un algorithme génétique pour la composition de services Web," (2010).
  20. P. Fabien, G. Venturini, C. Guinot. "Un algorithme génétique parallèle pour la veille stratégique sur internet", Veille Stratégique Scientifique et Technologique VSST 2 (2004): 519-528.
  21. O. Glassey, "Developing a one-stop government data model", Government Information Quarterly, vol. 21, Issue 2, 2004, Pages 156-169.
  22. H. Malekzehtab, A. A. Golafshani, "Damage Detection in an Offshore Jacket Platform using Genetic Algorithm based Finite Element Model Updating with Noisy Modal Data", Procedia Engineering, vol. 54, 2013, Pages 480-490.
  23. B. R. Rajakumar, G. Aloysius, "APOGA: An Adaptive Population Pool Size based Genetic Algorithm", AASRI Procedia, vol. 4, 2013, Pages 288-296.
  24. S. A. Qureshi, S. M. Mirza, M. Arif, "Fitness function evaluation for image reconstruction using GA for parallel ray transmission tomography", IJCSNS International Journal of Computer Science and Network Security, VOL. 7 No. 1, January2007.
  25. C. HEDIBLE, "Algorithmes génétiques pour l'affectation de cellules à des commutateurs dans les réseaux mobiles", École polytechnique de Montréal, Septembre 2000.
  26. J. Koza, "Genetic programming: On the programming of computers by means of natural selection", MIT press, Cambridge, Massachusetts, 1992.
  27. J. Manicassamy, P. Dhavachelvan, "Gene Transinfection Directs Towards Gene Functional Enhancement Using Genetic Algorithm", IERI Procedia, vol. 4, 2013, Pages 268-274.
  28. S. Voisin, "Application des Algorithmes Génétiques à l'estimation de mouvement par modélisation markovienne", Stage DEA - Mars - Juin 2004.
  29. P. Todoroff, R. Lorion, J. D. Lan Sun Luk, "L'utilisation des algorithmes génétiques pour l'identification de profils hydriques de sol à partir de courbes réflectométriques", Comptes Rendus de l'Académie des Sciences - Series IIA - Earth and Planetary Science, vol. 327, Issue 9, November 1998, Pages 607-610.
  30. S. S. Li, R. C. Chen, Y. H. Chen, M. H. Wu, K. H. Leng, H. Y. Wang, "Application of Multi-Objective Genetic Algorithm to Quotation of Global Garment Companies", Procedia Computer Science, vol. 17, 2013, Pages 173-180.
  31. T. Back, F. Hoffmeister and H. P. Schwefel, "A Survey of Evolution Strategies", in Fourth International Conference on Genetic Algorithms, 2-9, 1991.
Index Terms

Computer Science
Information Sciences

Keywords

Service e-service public administration e-Administration genetic algorithms e-Governance e-Transformation.

Powered by PhDFocusTM