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Process mining method and system based on implicit characteristics

A process mining, implicit technology, applied in the field of process mining based on implicit features

Inactive Publication Date: 2017-06-27
YUNNAN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Although there have been literatures in recent years that have proposed technical methods for mining short cycles, most of them use artificial assumptions.

Method used

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  • Process mining method and system based on implicit characteristics
  • Process mining method and system based on implicit characteristics
  • Process mining method and system based on implicit characteristics

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Embodiment Construction

[0056] The principles of the disclosure will now be described with reference to some example embodiments. It can be understood that these embodiments are described only for the purpose of illustrating and helping those skilled in the art to understand and implement the present disclosure, rather than suggesting any limitation to the scope of the present disclosure. The disclosure described herein may be implemented in various ways other than those described below.

[0057] As used herein, the term "comprising" and its variations may be understood as open-ended terms meaning "including but not limited to". The term "based on" may be understood as "based at least in part on". The term "one embodiment" can be read as "at least one embodiment". The term "another embodiment" may be understood as "at least one other embodiment".

[0058] It can be understood that the short cycle in this application specifically refers to a cycle structure with a length of 2 (2-degree cycle for sh...

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Abstract

The invention discloses a process mining method and system based on implicit characteristics. The method comprises the steps that an original log is input, log filtering is performed to obtain a new log, the implicit characteristics in the new log are looked for, 2-degree cycles in the implicit characteristics are distinguished from a concurrent structure, the 2-degree cycles of the same type are divided through the adjoining degree between tasks, and mining is performed according to a process mining algorithm to obtain a Petri net model with a 2-degree cycle. According to the process mining analysis method based on the Petri net, the Petri net model with a short cycle is output with the log having local completeness being input.

Description

technical field [0001] The invention relates to the technical field of business process modeling, in particular to a process mining method and system based on implicit features, which can mine short loops from partial completeness logs. Background technique [0002] In recent years, with the development of the social economy and the emergence of emerging technological revolutions such as the Internet of Things and cloud computing, information systems are not only centered around processing business data, but are more and more closely related to the operating processes they support. At the same time, the operation of the business process makes the information system record a large number of events. How to effectively dig out valuable information from these log events is an important basis for enterprises to realize new business intelligence. [0003] Process mining is a mainstream method to realize the above content. At present, process mining mainly includes three stages: p...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06Q10/06
CPCG06F16/2465G06F2216/03G06Q10/0633
Inventor 代飞林雷蕾陶大鹏莫启王炜
Owner YUNNAN UNIV
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