Object-Centric Process Mining
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  • Release Date: 2023-07-07
  • process mining
  • object-centric process mining
  • object-centric event data
  • process discovery
  • business process management
  • process science
Video Introduction

This video is adapted from 10.3390/math11122691

This video with the title "Object-Centric Process Mining: Unraveling the Fabric of Real Processes" explains one of the major innovations in process mining. Traditional approaches for process modeling and process analysis tend to focus on one type of objects (also referred to as cases or instances) and each event refers to precisely one such object. This simplifies modeling and analysis, e.g., a process model merely describes the lifecycle of one object (e.g., a production order or an insurance claim) in terms of its activities (i.e., event types). However, in reality, there are often multiple objects of different types involved in an event. Think about filling out an electronic form referring to one order, one customer, ten items, three shipments, and one invoice. Object-Centric Process Mining (OCPM) takes a more holistic and more comprehensive approach to process analysis and improvement by considering multiple object types and events that involve any number of objects. This video introduces Object-Centric Event Data (OCED) and shows how these can be used to discover, analyze, and improve the fabric of real-life, highly-intertwined processes. This tutorial-style video presents the basic concepts, object-centric process mining techniques, examples, and formalizes OCED. Fully embracing object-centricity provides organizations with a three-dimensional view of their processes showing how they interact with each other, and where the root causes of performance and compliance problems lie.

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Van Der Aalst, W.M. Object-Centric Process Mining. Encyclopedia. Available online: https://encyclopedia.pub/video/video_detail/785 (accessed on 20 April 2024).
Van Der Aalst WM. Object-Centric Process Mining. Encyclopedia. Available at: https://encyclopedia.pub/video/video_detail/785. Accessed April 20, 2024.
Van Der Aalst, Wil M.p.. "Object-Centric Process Mining" Encyclopedia, https://encyclopedia.pub/video/video_detail/785 (accessed April 20, 2024).
Van Der Aalst, W.M. (2023, July 07). Object-Centric Process Mining. In Encyclopedia. https://encyclopedia.pub/video/video_detail/785
Van Der Aalst, Wil M.p.. "Object-Centric Process Mining." Encyclopedia. Web. 07 July, 2023.