• DocumentCode
    1734088
  • Title

    Text-mining approach for verifying alignment of information systems curriculum with industry skills

  • Author

    Law Sheng Xun ; Gottipati, Swapna ; Shankararaman, Venky

  • Author_Institution
    Sch. of Inf. Syst., Singapore Manage. Univ., Singapore, Singapore
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Managing and developing competencies or skills are vital to professional development of an individual. Many tertiary education institutions are therefore focused on developing curriculum that will help the graduating students acquire skills that are aligned with industry practice. Industry skills frameworks such as Skills Framework for the Information Age (SFIA) define the professionals required for an IT professional. Therefore, mapping the curriculum competencies to the industry skills framework has a dual purpose of aiding the educationists to improve the curriculum, and the students to plan the courses according to their career plan. Existing mapping methods are manual and painstaking processes. In this paper, we present an automated solution based on text analytics techniques to map the curriculum to industry framework and provide a visual based analysis to discover the strengths and weakness of the curriculum. We evaluated our solution model on an undergraduate core curriculum; Bachelor of Science (Information Systems Management) degree program BSc (ISM), offered by the School of Information Systems (SIS), Singapore Management University (SMU) and Skills Framework for the Information Age (SFIA).
  • Keywords
    data mining; further education; text analysis; SFIA; industry skills; information systems; skills framework for the information age; tertiary education institutions; text analytics techniques; text-mining approach; undergraduate core curriculum; visual based analysis; Business; Computer integrated manufacturing; Industries; Information retrieval; Information systems; Text mining; Visualization; Curriculum evaluation; analysis; industry skills framework; information retrieval; text analytics; visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Based Higher Education and Training (ITHET), 2015 International Conference on
  • Conference_Location
    Lisbon
  • Type

    conf

  • DOI
    10.1109/ITHET.2015.7217959
  • Filename
    7217959