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Data-driven requirements modeling: Some initial results with i*

Conference Paper


Abstract


  • Requirements acquisition is widely recognized as a hard problem, requiring significant investments in time and effort. Given the availability of large volumes of data and of relatively cheap instrumentation for data acquisition, this paper explores the prospect of data-driven model extraction in the context of i* models. The paper presents techniques for extracting dependencies from message logs, and for extracting task-dependency correlations from process logs. The preliminary empirical results are encouraging.

UOW Authors


  •   Ghose, Aditya
  •   Santiputri, Metta (external author)
  •   Saraswati, Ayu (external author)
  •   Dam, Hoa

Publication Date


  • 2014

Citation


  • Ghose, A., Santiputri, M., Saraswati, A. & Dam, H. Khanh. (2014). Data-driven requirements modeling: Some initial results with i*. Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014) (pp. 55-64). Australia: Australian Computer Society Inc.

Scopus Eid


  • 2-s2.0-85013944116

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/4071

Has Global Citation Frequency


Start Page


  • 55

End Page


  • 64

Place Of Publication


  • Australia

Abstract


  • Requirements acquisition is widely recognized as a hard problem, requiring significant investments in time and effort. Given the availability of large volumes of data and of relatively cheap instrumentation for data acquisition, this paper explores the prospect of data-driven model extraction in the context of i* models. The paper presents techniques for extracting dependencies from message logs, and for extracting task-dependency correlations from process logs. The preliminary empirical results are encouraging.

UOW Authors


  •   Ghose, Aditya
  •   Santiputri, Metta (external author)
  •   Saraswati, Ayu (external author)
  •   Dam, Hoa

Publication Date


  • 2014

Citation


  • Ghose, A., Santiputri, M., Saraswati, A. & Dam, H. Khanh. (2014). Data-driven requirements modeling: Some initial results with i*. Proceedings of the Tenth Asia-Pacific Conference on Conceptual Modelling (APCCM 2014) (pp. 55-64). Australia: Australian Computer Society Inc.

Scopus Eid


  • 2-s2.0-85013944116

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/4071

Has Global Citation Frequency


Start Page


  • 55

End Page


  • 64

Place Of Publication


  • Australia