Data Mining Process
Process mining applies data science to discover, validate and improve workflows. By combining data mining and process analytics, organizations can mine log data from their information systems to understand the performance of their processes, revealing bottlenecks and other areas of improvement. Process mining leverages a data-driven approach to process optimization, allowing managers to remain objective in their decision-making around resource allocation for existing processes.
Information systems, such as Enterprise Resource Planning or Customer Relationship Management tools, provide an audit trail of processes with their respective log data. Process mining utilizes this data from IT systems to create a process model, or process graph. From here, the end-to-end process is examined, and the details of it and any variations are outlined.
Specialized algorithms can also provide insight into the root causes of deviations from the norm. These algorithms and visualizations enable management to see if their processes are functioning as intended, and if they are not, they arm them with the information to justify and allocate the necessary resources to optimize them. They can also uncover opportunities to incorporate robotic process automation into processes, expediting any automation initiatives for a company.
Process mining focuses on different perspectives, such as control-flow, organizational, case, and time. While much of the work around process mining focuses on the sequence of activities the other perspectives also provide valuable information for management teams. Organizational perspectives can surface the various resources within a process, such as individual job roles or departments, and the time perspective can demonstrate bottlenecks by measuring the processing time of different events within a process.
Process mining techniques have been used to improve process flows across a wide variety of industries. Since process maps highlight the key performance indicators which impact performance, they have spurred businesses to reexamine their operational inefficiencies.
The slides of this template allow you to present the Process Mining – Process & Resource Allocation Plans, Org-structure, Process-Aware Organizational structure. This slide can be used by company leaders when developing their strategy for the development of the company. You can prepare activities to improve business processes in a company using Process Mining.
Analysts can use the slides of this template in their daily work when preparing reports on the performance of processes in the company. Software developers can use the slides in this template when preparing algorithms for evaluating business processes in a company.
University leaders can use the slides in this template to determine the effectiveness of course curricula by monitoring and evaluating student progress and behavior. Plant managers can use the slides in this template to prepare for Process Mining, which will help them allocate resources efficiently based on the timing of operations at each site.
Process Mining Template consists of four modern and professional ones. You can change the arrangement of blocks and infographics yourself, as well as customize the color scheme according to your corporate requirements. Process Mining Template is a must-have for company executives, software developers, analysts and startup executives. The slides in this template will organically complement and update your old medical presentations.