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» On Integrating Data Mining into Business Processes
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GECCO
2008
Springer
115views Optimization» more  GECCO 2008»
13 years 6 months ago
A genetic programming approach to business process mining
The aim of process mining is to identify and extract process patterns from data logs to reconstruct an overall process flowchart. As business processes become more and more comple...
Chris J. Turner, Ashutosh Tiwari, Jörn Mehnen
DEXA
2003
Springer
222views Database» more  DEXA 2003»
13 years 10 months ago
Process Data Store: A Real-Time Data Store for Monitoring Business Processes
With access to real-time information on critical performance indicators of business processes, managers and staff members can play a crucial role in improving the speed and effecti...
Josef Schiefer, Beate List, Robert M. Bruckner
KDD
2004
ACM
213views Data Mining» more  KDD 2004»
13 years 10 months ago
Analytical view of business data
This paper describes a logical extension to Microsoft Business Framework (MBF) called Analytical View (AV). AV consists of three components: Model Service for design time, Busines...
Adam Yeh, Jonathan Tang, Youxuan Jin, Sam Skrivan
BPM
2005
Springer
141views Business» more  BPM 2005»
13 years 10 months ago
Towards a Framework for the Agile Mining of Business Processes
Abstract. In order to support business processes effectively, their implementation by a process management systems (PMS) must be as close to the real world’s processes as possib...
Barbara Weber, Manfred Reichert, Stefanie Rinderle...
RSCTC
1998
Springer
175views Fuzzy Logic» more  RSCTC 1998»
13 years 9 months ago
Business Process Understanding: Mining Many Datasets
Abstract. Institutional databases can be instrumental in understanding a business process, but additional data may broaden the empirical perspective on the investigated process. We...
Jan M. Zytkow, Arun P. Sanjeev