Concepedia

Object-centric Process Mining

Object-Centric Process Mining is a process mining paradigm that extends traditional event log analysis by modeling and analyzing multiple interrelated object types and their lifecycles within a unified process view, thereby enabling the reconstruction of process behavior from heterogeneous, object-aware event data rather than focusing solely on case-centric traces.

12

Publications

502

Citations

20

Authors

14

Institutions

Publications per year

2017–2026

11

Variants

Ocpm

Parents

Publications

12

PM4Py: A process mining library for Python

Alessandro Berti, Sebastiaan van Zelst, Daniel Schuster · Software Impacts · 2023 · 149 citations · Full text

, , +11

Object-Centric Process Mining: Unraveling the Fabric of Real Processes

Wil M. P. van der Aalst · Mathematics · 2023 · 75 citations · Full text

, , +13

OC-PM: analyzing object-centric event logs and process models

Alessandro Berti, Wil M. P. van der Aalst · International Journal on Software Tools for Technology Transfer · 2022 · 49 citations · Full text

, , +14

Defining Cases and Variants for Object-Centric Event Data

Jan Niklas Adams, Daniel Schuster, Seth Schmitz et al. · 2022 · 39 citations

, , +9

Precision and Fitness in Object-Centric Process Mining

Jan Niklas Adams, Wil M. P. van der Aalst · 2021 · 36 citations

, , +13

1–5 of 12

Authors

20

  1. WM
    Wil M. P. van der Aalst

    Eindhoven University of Technology, Netherlands

    6 publications · 240 citations

    6

    h-index

  2. JN
    Jan Niklas Adams

    RWTH Aachen University, Germany

    4 publications · 116 citations

    4

    h-index

  3. DS
    Daniel Schuster

    Technische Universität Dresden, Germany

    2 publications · 188 citations

    2

    h-index

  4. AB
    Alessandro Berti

    RWTH Aachen University, Germany

    2 publications · 198 citations

    2

    h-index

  5. GP
    Gyunam Park

    Animal and Plant Quarantine Agency, South Korea

    2 publications · 41 citations

    2

    h-index

1–5 of 20

Institutions

14

  1. RWTH Aachen University

    Aachen, Germany

    6 h-index

    15 publications

    524 citations

  2. Fraunhofer Institute for Applied Information Technology

    Sankt Augustin, Germany

    3 h-index

    5 publications

    507 citations

  3. Politecnico di Milano

    Milan, Italy

    1 h-index

    2 publications

    30 citations

  4. KU Leuven

    Leuven, Belgium

    1 h-index

    3 publications

    102 citations

  5. Eindhoven University of Technology

    Eindhoven, The Netherlands

    1 h-index

    2 publications

    30 citations

  6. University of Southampton

    Southampton, United Kingdom

    1 h-index

    1 publications

    34 citations

  7. Stockholm University

    Stockholm, Sweden

    1 h-index

    1 publications

    18 citations

  8. Kista Photonics Research Center

    Kista, Sweden

    1 h-index

    1 publications

    18 citations

1–8 of 14

Venues

  1. IEEE Access

    2 publications · 33 citations

    2

    h-index

  2. Software Impacts

    2 publications · 169 citations

    2

    h-index

  3. Mathematics

    1 publications · 75 citations

    1

    h-index

  4. Computers in Industry

    1 publications · 34 citations

    1

    h-index

  5. Expert Systems with Applications

    1 publications · 31 citations

    1

    h-index

1–5