TY - GEN
T1 - Mining process execution and outcomes - Position paper
AU - Peleg, Mor
AU - Soffer, Pnina
AU - Ghattas, Johny
PY - 2008
Y1 - 2008
N2 - Organizational processes in general and patient-care processes in particular, change over time. This may be in response to situations unpredicted by a predefined business process model (or clinical guideline), or as a result of new knowledge which has not yet been incorporated into the model. Process mining techniques enable capturing process changes, evaluating the gaps between the predefined model and the practiced process, and modifying the model accordingly. This position paper motivates the extension of process mining in order to capture not only deviations from the process model, but also the outcomes associated with them (e.g., patient improving or deteriorating). These should be taken into account when modifications to the process are made.
AB - Organizational processes in general and patient-care processes in particular, change over time. This may be in response to situations unpredicted by a predefined business process model (or clinical guideline), or as a result of new knowledge which has not yet been incorporated into the model. Process mining techniques enable capturing process changes, evaluating the gaps between the predefined model and the practiced process, and modifying the model accordingly. This position paper motivates the extension of process mining in order to capture not only deviations from the process model, but also the outcomes associated with them (e.g., patient improving or deteriorating). These should be taken into account when modifications to the process are made.
KW - Business process modeling
KW - Clinical guidelines
KW - Process mining
UR - http://www.scopus.com/inward/record.url?scp=40549096041&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-78238-4_40
DO - 10.1007/978-3-540-78238-4_40
M3 - Conference contribution
AN - SCOPUS:40549096041
SN - 3540782370
SN - 9783540782377
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 395
EP - 400
BT - Business Process Management Workshops - BPM 2007 International Workshops BPI, BPD, CBP, ProHealth, RefMod, semantics4ws, Revised Selected Papers
T2 - 5th International Conference on Business Process Management, BPM 2007
Y2 - 24 September 2007 through 24 September 2007
ER -