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DATAMINE
2006
117views more  DATAMINE 2006»
13 years 3 months ago
A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs
Effective information systems require the existence of explicit process models. A completely specified process design needs to be developed in order to enact a given business proce...
Laura Maruster, A. J. M. M. Weijters, Wil M. P. va...
ICWE
2010
Springer
13 years 2 months ago
Association-Rules-Based Recommender System for Personalization in Adaptive Web-Based Applications
Personalization systems based upon users' surfing behavior analysis imply three phases: data collection, pattern discovery and recommendation. Due to the dimension of log file...
Daniel Mican, Nicolae Tomai
BPM
2006
Springer
107views Business» more  BPM 2006»
13 years 7 months ago
On Representing, Purging, and Utilizing Change Logs in Process Management Systems
In recent years adaptive process management technolgy has emerged in order to increase the flexibility of business process implementations and to support process changes at differe...
Stefanie Rinderle, Manfred Reichert, Martin Jurisc...
BPM
2005
Springer
126views Business» more  BPM 2005»
13 years 9 months ago
Genetic Process Mining: A Basic Approach and Its Challenges
One of the aims of process mining is to retrieve a process model from a given event log. However, current techniques have problems when mining processes that contain non-trivial co...
Ana Karla A. de Medeiros, A. J. M. M. Weijters, Wi...
APN
2005
Springer
13 years 9 months ago
Genetic Process Mining
The topic of process mining has attracted the attention of both researchers and tool vendors in the Business Process Management (BPM) space. The goal of process mining is to discov...
Wil M. P. van der Aalst, Ana Karla A. de Medeiros,...