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Process mining - Wikipedia
Process mining is a family of techniques for analyzing event data to understand and improve operational processes. Part of the fields of data science and process management, process mining is generally built on logs that contain case id, a unique identifier for a particular process instance; an activity, a … See more
Process mining techniques are often used when no formal description of the process can be obtained by other approaches, or when the quality of existing documentation is questionable. For example, application of process mining … See more
The term "process mining" was coined in a research proposal written by the Dutch computer scientist Wil van der Aalst. By 1999, this new field … See more
Process mining software helps organizations analyze and visualize their business processes based on data extracted from various sources, such as transaction logs or event data. This software can identify patterns, bottlenecks, and inefficiencies … See more
• International Process Mining Conference is the annual international process mining conference organized by the IEEE Task Force on Process Mining.
• Process mining research at Eindhoven University of Technology, the Netherlands. See more1999Process mining was first coined in a research proposal written by the Dutch computer scientist Wil van der Aalst.2000The very first practically applicable algorithm for process discovery, Alpha miner, was developed.2001A much similar algorithm based on heuristics called Heuristic miner was introduced in the research papers.2004Token-based replay was developed for conformance checking purposes.2005Performance analysis was developed.2006Decision mining and organizational mining were discovered and developed.2007The first-ever commercial process mining company Futura Pi was established.2009The IEEE Task Force on Process Mining was established.2011The first-ever process mining book was published.2014A MOOC course was offered by Coursera on process mining.There are three categories of process mining techniques.
• Process discovery: The first step in process mining. The main goal of process discovery is to … See more• Aalst, W. van der (2016). Process Mining: Data Science in Action. Springer Verlag, Berlin (ISBN 978-3-662-49850-7).
• Reinkemeyer, … See moreWikipedia text under CC-BY-SA license What is Process Mining? - IBM
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Process mining is a technique that interprets logs from enterprise applications -- like customer resource management (CRM) and enterprise resource planning (ERP) platforms -- to identify the steps in common business processes, detect …
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Process Mining is about making business processes visible and optimising them on the basis of precise analyses. To do this, event logs are extracted from a company's IT systems and evaluated using special algorithms. The result is a …
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Oct 23, 2024 · Process mining is a data-driven technique used to understand, track, and improve processes by analyzing data from information systems. Applications such as CRM and ERP systems as well as other systems of …
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Process mining is a technique for discovering, monitoring, and improving processes. It’s an objective way to visualize how business processes work that enables end-to-end process optimization, uncovers automation potential, and …
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