IBM Process Mining helps customers to extract process data from business, identify automation opportunities, prioritize by impact, and fast-track implementation.
ABBYY Timeline is a leading process mining software with advanced process discovery & task mining capabilities for end-to-end business process visibility
IBM Mining Process Applications can access best practices, industry expertise and prebuilt solutions, turning insights into value with common enterprise software.
Data Mining is an iterative process where the mining process can be refined, and new data can be integrated to get more efficient results. Data Mining meets the requirement of effective, scalable and flexible data analysis. It can be considered as a natural evaluation of information technology. ...
时间戳相对来说比较简单,越精确越好,如果有每个process step的start time 和end time那最好,如果如果时间戳只能精确到天而不能精确到秒,那么只能人为定义一个event order,来确定如果不同的activities 在同一天发生,process graph会按照event order的顺序来显示。
You can use text mining tools to extract common activity names from this free-text information field in a pre-processing step and then apply process mining afterwards. Furthermore, after you have used process mining to discover and visualize process problems, you may be using data mining ...
This is the default view based on total frequencies as explained in the beginning of this chapter: The total number of times that a particular process step was performed, or a particular process path has been followed, is added up over the whole data set (see also Figure 11). Case frequen...
Process mining helps organizations to: Improve operational efficiency:Process mining can help identify bottlenecks and inefficiencies in processes, allowing organizations to streamline their operations and improve productivity. Enhance customer experience:By identifying process pain points and eliminating them, or...
such as data science, process control and metallurgy, IT, change management, and capability building. OptimusAI leverages a full portfolio of digital solutions that combines science, data, and experts to help mining and processing companies make data-driven decisions to improve productivity, throughput...
After you have a process model, the next step is conformance checking. This step is where the process mining tool compares the discovered process model with a predefined ideal process. Conformance checking helps identify deviations and nonconformance issues, such as skipped steps or actions that ...