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Process Intelligence (Process execution data and event log (Challenges…
Process Intelligence
Process execution data and event log
Log file:
what has been done at which point of time
Event log
work item / activity
performer / participant
timestamp
input / output
Challenges
correlation
timestamp
snapshot
scoping
granularity
Process mining
Automatic process discovery
α-algorithm :red_flag:
see
exercise 13.1 :smiley:
Performance analysis
time
measurement
cycle time / waiting time / processing time
queue theory
cost
measurement :red_flag:
direct cost
indirect cost
see
exercise 13.2 :smiley:
quality
measurement
common indication
repetition appear in log :red_flag:
r = 1-T/CT
see
exercise 13.3 :smiley:
flexibility
measurement
potential indicators
num. of distinct executions
see
exercise 13.4 :smiley:
degree of optionality
see
exercise 13.5 :smiley:
num. of discovered decision points
Conformance checking :red_flag:
indicators
p:
num. of token that are
produced
c:
num. of token that are
consumed
m:
num. of token that are
missing
r:
num. of token remaining
unconsumed
see
exercise 13.6 :smiley: