Certificate Verification        Student Ambassador          Quick Pay        Request For Enquiry
Sell Your Project      Apply for franchise          
  • 0877-2261612       
  • +91-9030 333 433
  • +91-9966 062 884

A Profile Clustering Based Event Logs Repairing Approach For Process Mining

A PROFILE CLUSTERING BASED EVENT LOGS REPAIRING APPROACH FOR PROCESS MINING

  • Project Code :
  • TCREJA19_27
  • .
  • Availability :
  • In Stock
Buy Now

Cost will be available soon

Download Project Document / Synopsis

A PROFILE CLUSTERING BASED EVENT LOGS REPAIRING APPROACH FOR PROCESS MINING

A Profile Clustering Based Event Logs Repairing

Abstract:

Process discovery, as the most crucial learning task in the process mining, builds some highly complex process models such as ‘‘spaghetti-like’’ from event logs contained large amounts of data. To enhance the process discovery method for all of flexible environments, many researchers tried to exploit trace clustering approaches to split the logs into several homogeneous sub-logs, which are used to generate the corresponding sub-process model, respectively. However, their works are based on the assumption that the event logs are complete without missing any data values. On the contrary, the data in an event log may be lost due to some reasons such as system failure and human error. In this paper, we propose a method to deal with incomplete logs so as to discover the process model. First, we split up the event logs based on trace clustering. Then, the missing traces are assigned to the most similar clustering results, respectively. After that, with supplementing the missing data in the trace, a corresponding sub-process model is mined using the proposed method. At last, some experimental results on three real-life complex event logs demonstrate the feasibility and effectiveness of our method.

innovative
innovative Request Video

Package Features

  • 12/7 Support
  • Voice Conference
  • Video On Demand
  • Remote Connectivity
  • Customization
  • Live Chat Support
  • Toll Free Support

Includes

  • Complete Source Code
  • Complete Documentation
  • Complete Presentation Slides
  • Flow Diagram
  • Database File
  • Screenshots
  • Execution Procedure
  • Readme File
  • Addons
  • Video Tutorials

Leave Your Comment!

Your email address will not be published. Required fields are marked *

Latest Projects

Call us : (+91) 9030333433 / 08772261612
Mail us : takeoffstudentprojects@gmail.com
Mail us : info@takeoffprojects.com