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I-Competere: Using applied intelligence in search of competency gaps in software project managers

Author

Listed:
  • Ricardo Colomo-Palacios

    (Universidad Carlos III)

  • Israel González-Carrasco

    (Universidad Carlos III)

  • Jose Luis López-Cuadrado

    (Universidad Carlos III)

  • Antonio Trigo

    (Institute of Accounting and Administration of Coimbra)

  • Joao Eduardo Varajao

    (University of Tras-os-Montes e Alto Douro)

Abstract

People in software development teams are crucial in order to gain and retain strategic advantage inside a highly competitive market. As a result, human factors have gained attention in the software industry. Software Project Managers are decisive to achieve project success. A competent project manager is capable of solving any problem that an organization may encounter, regardless of its complexity. This paper presents I-Competere which is a tool developed to forecast competence gaps in key management personnel by predicting planning and scheduling competence levels. Based on applied intelligence techniques, I-Competere allows the forecast and anticipation of competence needs thus articulating personnel development tools and techniques. The results of the test, using several artificial neural networks, are more than promising and show prediction accuracy.

Suggested Citation

  • Ricardo Colomo-Palacios & Israel González-Carrasco & Jose Luis López-Cuadrado & Antonio Trigo & Joao Eduardo Varajao, 2014. "I-Competere: Using applied intelligence in search of competency gaps in software project managers," Information Systems Frontiers, Springer, vol. 16(4), pages 607-625, September.
  • Handle: RePEc:spr:infosf:v:16:y:2014:i:4:d:10.1007_s10796-012-9369-6
    DOI: 10.1007/s10796-012-9369-6
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    References listed on IDEAS

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    1. Bendik Bygstad & Hans-Petter Aanby, 2010. "ICT infrastructure for innovation: A case study of the enterprise service bus approach," Information Systems Frontiers, Springer, vol. 12(3), pages 257-265, July.
    2. Barr, Jason & Saraceno, Francesco, 2002. "A computational theory of the firm," Journal of Economic Behavior & Organization, Elsevier, vol. 49(3), pages 345-361, November.
    3. Heli Aramo-Immonen & Andrea Bikfalvi & Núria Mancebo & Hannu Vanharanta, 2011. "Project Managers’ Competence Identification," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 2(1), pages 33-47, January.
    4. Thamaraiselvan Natarajan & Saraswathy R. Aravinda Rajah & Sivagnanasundaram Manikavasagam, 2011. "Snapshot of Personnel Productivity Assessment in Indian IT Industry," International Journal of Information Technology Project Management (IJITPM), IGI Global, vol. 2(1), pages 48-61, January.
    5. Ravi Patnayakuni & Cynthia P. Ruppel, 2010. "A socio-technical approach to improving the systems development process," Information Systems Frontiers, Springer, vol. 12(2), pages 219-234, April.
    6. Damian Hodgson, 2002. "Disciplining The Professional: The Case Of Project Management," Journal of Management Studies, Wiley Blackwell, vol. 39(6), pages 803-821, September.
    7. Stavrou, Eleni T. & Charalambous, Christakis & Spiliotis, Stelios, 2007. "Human resource management and performance: A neural network analysis," European Journal of Operational Research, Elsevier, vol. 181(1), pages 453-467, August.
    8. Darko Galinec, 2010. "Human Capital Management Process Based on Information Technology Models and Governance," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 1(1), pages 44-60, January.
    9. Marcos Ruano-Mayoral & Ricardo Colomo-Palacios & Ángel García-Crespo & Juan Miguel Gómez-Berbís, 2010. "Software Project Managers under the Team Software Process: A Study of Competences," International Journal of Information Technology Project Management (IJITPM), IGI Global, vol. 1(1), pages 42-53, January.
    10. Adarsh Garg & D.P. Goyal & Anu Singh Lather, 2010. "The influence of the best practices of information system development on software SMEs: a research scope," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 5(3), pages 268-290.
    11. David O'Sullivan & Lawrence Dooley, 2010. "Collaborative Innovation for the Management of Information Technology Resources," International Journal of Human Capital and Information Technology Professionals (IJHCITP), IGI Global, vol. 1(1), pages 16-30, January.
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