Workflow mining: Discovering process patterns & data analysis from MXML logs

Parham Porouhan · Nipat Jongsawat · Wichian Premchaiswadi

14 citations0/0 files storedInternational Conference on ICT and Knowledge Engineering

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Business Process Modeling and Analysis Data Mining Algorithms and Applications Robotic Process Automation Applications

Abstract

Contemporary workflow management systems are determined by precise process models, i.e., a totally specific workflow design is necessary so as to discover a given workflow process. Creating a workflow design is a complex time-consuming process and characteristically there are conflicts and discrepancies between the real-time workflow processes and the processes as professed by the management. Consequently, we recommend a method for process mining. This method employs workflow logs to determine the workflow process as it is truly being implemented. The process mining method proposed in this paper can cope with noise and can also be exercised to authorize workflow processes by revealing and measuring the discrepancies between prescriptive models and factual process executions.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 14 citations exist upstream.

References

2004Workflow mining: discovering process models from event logs 2003Workflow mining: A survey of issues and approaches 1998Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control 1998Discovering models of software processes from event-based data 1998Mining process models from workflow logs 2002Workflow Management 2001Workflow Management: Models, Methods, and Systems 2003Business Process Intelligence

Cited by

2018IT Help Desk Service Workflow Relationship with Process Mining 2019Preparation of Smart Card Data for Food Purchase Analysis of Students through Process Mining 2018Improving Sales Process of an Automotive Company with Fuzzy Miner Techniques

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

Imported from OpenAlex (CC0) — nothing here is generated.