Concepedia

Temporal Process Mining

Temporal Process Mining is a subfield of process mining that focuses on the analysis and modeling of time-related aspects in business processes, distinguishing itself by explicitly incorporating temporal constraints, durations, and timestamps to uncover the chronological behavior and performance dynamics of process instances.

16

Publications

1.8K

Citations

68

Authors

38

Institutions

Publications per year

2017–2026

9

Parents

Publications

16

Time prediction based on process mining

Wil M. P. van der Aalst, M. H. Schonenberg, Minseok Song · Information Systems · 2010 · 503 citations

, , +11

Process mining techniques and applications – A systematic mapping study

Cleiton dos Santos Garcia, Alex Meincheim, Elio Ribeiro Faria et al. · Expert Systems with Applications · 2019 · 336 citations

, , +12

A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs

Massimiliano de Leoni, Wil M. P. van der Aalst, Marcus Dees · Information Systems · 2015 · 248 citations

, , +13

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

Jochen De Weerdt, Manu De Backer, Jan Vanthienen et al. · Information Systems · 2012 · 215 citations

, , +11

Combining analytic methods to unlock sequential and temporal patterns of self-regulated learning

Saint John, Dragan Gašević, Wannisa Matcha et al. · 2020 · 80 citations

, , +16

1–5 of 16

Authors

68

  1. JV
    Jan Vanthienen

    KU Leuven, Belgium

    2 publications · 249 citations

    2

    h-index

  2. EA
    Eduardo Alves Portela Santos

    Pontifícia Universidade Católica do Paraná, Brazil

    2 publications · 400 citations

    2

    h-index

  3. BB
    Bart Baesens

    KU Leuven, Belgium

    2 publications · 249 citations

    2

    h-index

  4. EE
    Edson Emílio Scalabrin

    Pontifícia Universidade Católica do Paraná, Brazil

    2 publications · 400 citations

    2

    h-index

  5. DM
    Denise Maria Vecino Sato

    Pontifícia Universidade Católica do Paraná, Brazil

    2 publications · 400 citations

    2

    h-index

1–5 of 68

Institutions

38

  1. KU Leuven

    Leuven, Belgium

    2 h-index

    7 publications

    962 citations

  2. University of Southampton

    Southampton, United Kingdom

    2 h-index

    2 publications

    249 citations

  3. Pontifícia Universidade Católica do Paraná

    Curitiba, Brazil

    2 h-index

    12 publications

    2.9K citations

  4. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    5 publications

    2K citations

  5. Monash University

    Melbourne, Australia

    1 h-index

    1 publications

    80 citations

  6. Ulsan National Institute of Science and Technology

    Ulsan, South Korea

    1 h-index

    1 publications

    503 citations

  7. Mines Saint-Étienne

    Saint-Etienne, France

    1 h-index

    3 publications

    57 citations

  8. Sapienza University of Rome

    Rome, Italy

    1 h-index

    1 publications

    50 citations

1–8 of 38

Venues

  1. Information Systems

    3 publications · 966 citations

    3

    h-index

  2. Computers in Industry

    2 publications · 87 citations

    2

    h-index

  3. Information Sciences

    2 publications · 44 citations

    2

    h-index

  4. Procedia Computer Science

    1 publications · 17 citations

    1

    h-index

  5. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 50 citations

    1

    h-index

1–5