Process Mining for Six Sigma
- Computer ScienceBus. Inf. Syst. Eng.
The results of the evaluations indicate that PMSS is useful as a guideline to support Six Sigma-based process improvement activities, and contributes to the broad field of quality management.
Using process mining to improve productivity in make-to-stock manufacturing
ABSTRACT This paper proposes a data-driven procedure to improve productivity in make-to-stock manufacturing. By leveraging recent developments in information systems research, the paper addresses…
Towards teaching analytics: a contextual model for analysis of students’ evaluation of teaching through text mining and machine learning classification
- MedicineEducation and information technologies
An educational process and data mining plus machine learning (EPDM + ML) model applied to contextually analyze the teachers’ performances and recommendations based on data derived from students’ evaluation of teaching (SET) proves to be useful towards effective analysis of SET and its implications within the educational domain.
Extraction, correlation, and abstraction of event data for process mining
- Computer ScienceWiley Interdiscip. Rev. Data Min. Knowl. Discov.
Techniques proposed in the literature to support the creation of event logs from raw data are reviewed and classified and includes techniques for identification and extraction of the required event data from diverse sources as well as their correlation and abstraction.
A systematic mapping study on enterprise architecture mining
- Computer ScienceEnterp. Inf. Syst.
A systematic mapping study to classify and evaluate the research concerning EA mining proposals developed specifically for TOGAF and Archimate concluded that the research field is not sufficiently mature and further research on EA mining is necessary.
Guided Interaction Exploration and Performance Analysis in Artifact-Centric Process Models
- Computer ScienceBus. Inf. Syst. Eng.
The CSM Miner provides an interactive artifact-centric process discovery tool focussing on interactions, and has been evaluated using real life data to show that the guided exploration of artifact interactions can successfully identify process performance issues.
Process Modelling Based on Event Logs
- Computer ScienceMultidisciplinary Aspects of Production Engineering
In the paper issues related to process modelling and process mining are briefly discussed, a case study, an example of delivery process modelling with process mining technique is presented and more.
A Query Language for Workflow Logs
- ACM Transactions on Management Information Systems
A business process (workflow) is an assembly of tasks to accomplish a business goal. Real-world workflow models often demanded to change due to new laws and policies, changes in the environment, and…
A Survey on Concept Drift in Process Mining
- Computer ScienceACM Comput. Surv.
This work reviews concept drift in PM and brings forward a taxonomy of existing techniques for drift detection and online PM for evolving environments and depicts that PM still primarily focuses on offline analysis.
Privacy and Confidentiality in Process Mining - Threats and Research Challenges
- Computer ScienceACM Transactions on Management Information Systems
Main threats are identified and related to a motivation application scenario in a hospital context as well as to the current body of work on privacy and confidentiality in process mining.
SHOWING 1-10 OF 177 REFERENCES
The Digital Universe of Opportunities: Rich Data and the Increasing Value of the Internet of Things
- International Data Corporation,
SAP R/3 Business Blueprint: Understanding the Business Process Reference Model
Foreword Introduction. What Is SAP? What Is R/3? What Is the R/3 Reference Model? Who Uses R/3? How Do Customers View R/3?xxvii Conclusion. I. BUSINESS ENGINEERING. 1. Business Engineering and…
Process Management A Guide For The Design Of Business Processes
Thank you very much for downloading process management a guide for the design of business processes. As you may know, people have search numerous times for their chosen novels like this process…
Fundamentals of Business Process Management
Handbook on Business Process Management 1: Introduction, Methods, and Information Systems
- Computer Science, BusinessBPM 2010
This Handbook presents in two volumes the contemporary body of knowledge as articulated by the world' s leading BPM thought leaders, on arriving at a sound definition of BPM approaches and examines BPM methods and process-aware information systems.
Introduction to machine learning
- Computer ScienceAdaptive computation and machine learning
Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts, and discusses many methods from different fields, including statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining.
- Computer ScienceDistributed and Parallel Databases
A number of workflow patterns addressing what the authors believe identify comprehensive workflow functionality are described, providing the basis for an in-depth comparison of a number of commercially availablework flow management systems.
Workflow mining: discovering process models from event logs
- Computer ScienceIEEE Transactions on Knowledge and Data Engineering
A new algorithm is presented to extract a process model from a so-called "workflow log" containing information about the workflow process as it is actually being executed and represent it in terms of a Petri net.