• DocumentCode
    2440496
  • Title

    Egidio: A non-invasive approach for synthesizing organizational models

  • Author

    Astromskis, Saulius ; Janes, Andrea ; Mahdiraji, Alireza Rezaei

  • Author_Institution
    Free Univ. of Bolzano, Bolzano, Italy
  • fYear
    2012
  • fDate
    2-9 June 2012
  • Firstpage
    1465
  • Lastpage
    1466
  • Abstract
    To understand and improve processes in organizations, six key questions need to be answered, namely, what, how, where, who, when, why. Organizations with established processes have IT system(s) that gather(s) information about some or all of the key questions. Software organizations usually have defined processes, but they usually lack information about how processes are actually executed. Moreover, there is no explicit information about process instances and activities. Existing process mining techniques face problems in coping with such environment. We propose a tool, Egidio, which uses non-invasively collected data and builds organizational models. In particular, we explain the tool within a software company, which is able to extract different aspects of development processes. The main contribution of Egidio is the ability to mine processes and organizational models from fine-grained data collected in a non-invasive manner, without interrupting the developers´ work.
  • Keywords
    data mining; software engineering; development processes; egidio; noninvasive approach; process mining techniques; software company; software organizational models; Companies; Computer architecture; Data mining; Data models; PROM; Software; Non-invasive Data Collection; Process mining; Processes; Software Organizational models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering (ICSE), 2012 34th International Conference on
  • Conference_Location
    Zurich
  • ISSN
    0270-5257
  • Print_ISBN
    978-1-4673-1066-6
  • Electronic_ISBN
    0270-5257
  • Type

    conf

  • DOI
    10.1109/ICSE.2012.6227062
  • Filename
    6227062