TY - GEN
T1 - Enhance process flexibility by case-based reasoning and process mining
AU - Weigang, Li
AU - Chunyan, Ma
PY - 2009
Y1 - 2009
N2 - Current process models are hard to describe uncertain factors in applications before run-time, which results in inflexibility of Process-Aware Information Systems. For this problem, a method to achieve process flexibility by underspecification based on so-called flexible block was proposed. The flexible block is running in ad hoc manner firstly, then it's inside process structure is gotten through process mining after the running history data accumulated to a degree. And then, the application scenarios were matched, and the process model of flexible block was educed through interactive case-based reasoning. Practices indicate the approach proposed by this paper can reuse the modeling knowledge very well. Modeling efficiency of flexible block is improved along with the increase of its executing times. The business process models contained flexible blocks are with high flexibility.
AB - Current process models are hard to describe uncertain factors in applications before run-time, which results in inflexibility of Process-Aware Information Systems. For this problem, a method to achieve process flexibility by underspecification based on so-called flexible block was proposed. The flexible block is running in ad hoc manner firstly, then it's inside process structure is gotten through process mining after the running history data accumulated to a degree. And then, the application scenarios were matched, and the process model of flexible block was educed through interactive case-based reasoning. Practices indicate the approach proposed by this paper can reuse the modeling knowledge very well. Modeling efficiency of flexible block is improved along with the increase of its executing times. The business process models contained flexible blocks are with high flexibility.
KW - Business process model
KW - Flexibility
KW - Interactive case-based reasoning
KW - Process mining
UR - http://www.scopus.com/inward/record.url?scp=70449945883&partnerID=8YFLogxK
U2 - 10.1109/CCCM.2009.5267475
DO - 10.1109/CCCM.2009.5267475
M3 - 会议稿件
AN - SCOPUS:70449945883
SN - 9781424442461
T3 - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
SP - 486
EP - 489
BT - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
T2 - 2009 Second ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM 2009
Y2 - 8 August 2009 through 9 August 2009
ER -