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Process mining technology oriented to composite services

A technology of process mining and combined services, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as neglect

Inactive Publication Date: 2015-05-20
SHANGHAI XINYOU NETWORK TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In addition, in traditional sequence mining algorithms, some abnormal activities with low frequency are likely to be ignored as noise
However, domain experts may be very interested in these unusual activities, wondering what caused them

Method used

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  • Process mining technology oriented to composite services
  • Process mining technology oriented to composite services
  • Process mining technology oriented to composite services

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0010] The log source records the state of all work orders. By reading the transaction log source, the log extraction module will rearrange and classify all the states. Then, the sequence mining module will mine the log according to the parameters input by domain experts. Finally, the workflow filtering module and the abnormal point mining module will filter the results and present the filtered results to the user. With these results, domain experts can interactively tune parameters to obtain more precise workflows to meet analysis needs. The frame diagram of the log mining system is attached figure 1 ;

[0011] In the present invention, if a sequence pattern is close to a real workflow, that is, the confidence range is close to 1, then those outlier activities can be assumed to be subsidiary activities of these sequences. These side activities may often be used to deal with compensation or dismissal matters. Under such an assumption, it can be considered that the process a...

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Abstract

Business personnel are helped to find frequent processes in a business log by means of a sequence mining method, and a process may be further improved in the aspects of execution time and efficiency by improving frequent execution actions; besides, according to abnormal actions occurring at low frequency, an abnormal point mining method is designed to help the business personnel to find the processes. A log mining system framework graph is shown in the figure.

Description

Technical field: [0001] The invention belongs to the field of data mining, which involves sequence mining and abnormal point mining algorithms, etc. Background technique: [0002] Today's enterprises are paying more and more attention to accomplishing business goals through workflow. A well-structured process can help enterprises work more efficiently. So how to combine workflows has become a concern of business people. In the above combination service, we propose a custom combination method of business. Since the combination process is completed by users, business personnel may care about which businesses frequently appear, or need to be improved. . In many cases, business people need such an executed process to help them with process refactoring. However, in the face of a large number of business logs, they may not be able to know which ones are worthy of attention. [0003] In view of this, the present invention proposes a method of sequence mining to help business pe...

Claims

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Application Information

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IPC IPC(8): G06F17/30
Inventor 李鹏范皎琰张思佳
Owner SHANGHAI XINYOU NETWORK TECH
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