WORKFLOW TREES FOR REPRESENTATION AND MINING OF IMPLICITLY CONCURRENT BUSINESS PROCESSES

Daniel Nikovski

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Paper

WORKFLOW TREES FOR REPRESENTATION AND MINING OF IMPLICITLY CONCURRENT BUSINESS PROCESSES

Topics: Business Processes Re-Engineering; Modeling Formalisms, Languages and Notations

In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS, 30-36, 2008 , Barcelona, Spain

Author: Daniel Nikovski

Affiliation: Mitsubishi Electric Research Laboratories, United States

Keyword(s): Business process management, Process mining, Petri nets.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Process Management ; e-Business ; Enterprise Engineering ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Modeling Formalisms, Languages and Notations ; Symbolic Systems

Abstract: We propose a novel representation of business processes called workflow trees that facilitates the mining of process models where the parallel execution of two or more sub-processes has not been recorded explicitly in workflow logs. Based on the provable property of workflow trees that a pair of tasks are siblings in the tree if and only if they have identical respective workflow-log relations with each and every remaining third task in the process, we describe an efficient business process mining algorithm of complexity only cubic in the number of process tasks, and analyze the class of processes that can be identified and reconstructed by it.

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Paper citation in several formats:

Nikovski, D. (2008). WORKFLOW TREES FOR REPRESENTATION AND MINING OF IMPLICITLY CONCURRENT BUSINESS PROCESSES. In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 978-989-8111-38-8; ISSN 2184-4992, SciTePress, pages 30-36. DOI: 10.5220/0001671900300036

@conference{iceis08,
author={Daniel Nikovski.},
title={WORKFLOW TREES FOR REPRESENTATION AND MINING OF IMPLICITLY CONCURRENT BUSINESS PROCESSES},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2008},
pages={30-36},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001671900300036},
isbn={978-989-8111-38-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - WORKFLOW TREES FOR REPRESENTATION AND MINING OF IMPLICITLY CONCURRENT BUSINESS PROCESSES
SN - 978-989-8111-38-8
IS - 2184-4992
AU - Nikovski, D.
PY - 2008
SP - 30
EP - 36
DO - 10.5220/0001671900300036
PB - SciTePress