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Process mining system based on semantic requirement matching

A process mining and semantic technology, applied in special data processing applications, instruments, electrical and digital data processing, etc., can solve problems such as reducing product usability, analysis, and inability to integrate multiple perspectives, achieving automation and ensuring effective use. , the effect of improving flexibility

Active Publication Date: 2016-09-21
SHANGHAI LANDFUN INFORMATION TECH CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

However, this method is mainly based on the perspective of organization and time. The application is deployed in a stand-alone environment, and the user needs to complete the construction on the client; at the same time, the log analysis process only involves a single algorithm, which cannot be analyzed from multiple perspectives according to the needs of users. Conducive to the update and maintenance of the algorithm, while reducing the ease of use of the product

Method used

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  • Process mining system based on semantic requirement matching

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Embodiment 1

[0020] Such as figure 1 As shown, this embodiment includes: a platform basic unit, an algorithm plug-in unit including several algorithm plug-ins, and a model visualization unit, wherein: the platform basic unit receives demand text and user log data, and calls the algorithm plug-in in the algorithm plug-in unit to perform process mining , the platform base unit receives the mining results from the algorithm plug-in unit and transmits them to the model visualization unit to display the mining results.

[0021] The platform basic unit is the input interface and implementation basis of the entire system architecture, including three modules, namely a demand matching module, a log processing module and a mining module.

[0022] The requirement matching module receives user requirements, and the user requirements are included in the requirement text, which includes data format, field format, expected output model and input and output parameters, and also includes input log descrip...

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Abstract

The invention discloses a process mining system based on semantic requirement matching. The process mining system comprises a platform foundation unit, an algorithm plugin unit with an algorithm plugin, and a model visualization unit, wherein the platform foundation unit receives a requirement text and user log data, and calls the algorithm plugin in the algorithm plugin unit to carry out process mining; and after the platform foundation unit receives the mining result of the algorithm plugin unit, the platform foundation unit transmits the mining result of the algorithm plugin unit to the model visualization unit to display the mining result. The requirement text of the user and the algorithm plugin are matched to realize the automation of a plugin selection process, the dynamic integration of the algorithm plugin set improves system flexibility on an aspect of design, and the effective utilization of computation resources and the ordered execution of mining tasks can be guaranteed.

Description

technical field [0001] The invention relates to a technology in the field of process mining, in particular to a process mining system based on semantic requirement matching. Background technique [0002] Information systems are widely used in the production, operation, process monitoring and optimization of enterprises in manufacturing and other fields, providing effective management and support for business activities of enterprises. The information system generates a large number of log files during its operation, which can directly reflect the actual operation of tasks and the allocation of resources in the business process. As an important auxiliary means in business process management, process mining is used to check and improve the existing process model from the log files generated by the information system, correct the subjectivity in the system construction process, and analyze the resource utilization in the production and operation process of the enterprise , to ...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06Q50/00
CPCG06F16/2465G06Q50/01
Inventor 杜佳薇蔡鸿明刘婷婷黄顺婷毛俊杰
Owner SHANGHAI LANDFUN INFORMATION TECH CO LTD
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