Concepedia

Task Mining

Task Mining is a data-driven analytical method that captures and reconstructs granular user interactions with digital systems to model task workflows, distinguishing itself from broader process mining techniques by focusing on fine-grained, individual-level activities performed within software applications.

75

Publications

2.5K

Citations

239

Authors

98

Institutions

Publications per year

2017–2026

30

Parents

Publications

75

TaskTracer

Anton N. Dragunov, Thomas G. Dietterich, Kevin Johnsrude et al. · 2005 · 238 citations

, , +17

Robotic Process Mining: Vision and Challenges

Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas et al. · Business & Information Systems Engineering · 2020 · 125 citations · Full text

, , +12

Development Emails Content Analyzer: Intention Mining in Developer Discussions (T)

Andrea Di Sorbo, Sebastiano Panichella, Corrado Aaron Visaggio et al. · 2015 · 94 citations

, , +10

Task-Focused Summarization of Email

Simon Corston-Oliver, Eric K. Ringger, Michael Gamon et al. · 2004 · 89 citations

, , +17

Discovery of high-level tasks in the operating room

Loubna Bouarfa, Pieter Jonker, Jenny Dankelman · Journal of Biomedical Informatics · 2010 · 83 citations

, , +9

1–5 of 75

Authors

239

  1. AP
    Artem Polyvyanyy

    The University of Melbourne, Australia

    3 publications · 173 citations

    3

    h-index

  2. ML
    Marcello La Rosa

    University of Tartu, Estonia

    3 publications · 173 citations

    3

    h-index

  3. RS
    Riyanarto Sarno

    Sepuluh Nopember Institute of Technology, Indonesia

    3 publications · 72 citations

    3

    h-index

  4. KR
    Kelly Rossa Sungkono

    Sepuluh Nopember Institute of Technology, Indonesia

    3 publications · 72 citations

    3

    h-index

  5. MD
    Marlon Dumas

    University of Tartu, Estonia

    3 publications · 173 citations

    3

    h-index

1–5 of 239

Institutions

98

  1. The University of Melbourne

    Melbourne, Australia

    3 h-index

    10 publications

    551 citations

  2. University of Victoria

    Victoria, Canada

    3 h-index

    6 publications

    111 citations

  3. Free University of Bozen-Bolzano

    Bolzano, Italy

    3 h-index

    5 publications

    128 citations

  4. University of Tartu

    Tartu, Estonia

    3 h-index

    7 publications

    378 citations

  5. Oregon State University

    Corvallis, United States

    3 h-index

    12 publications

    1.5K citations

  6. Sepuluh Nopember Institute of Technology

    Surabaya, Indonesia

    3 h-index

    12 publications

    272 citations

  7. University of Calabria

    Rende, Italy

    2 h-index

    5 publications

    277 citations

  8. Universität Hamburg

    Hamburg, Germany

    2 h-index

    6 publications

    138 citations

1–8 of 98

Venues

  1. IEEE Transactions on Software Engineering

    TSE · 2 publications · 37 citations

    2

    h-index

  2. Information Systems

    2 publications · 26 citations

    2

    h-index

  3. Information Sciences

    2 publications · 40 citations

    2

    h-index

  4. 2

    h-index

  5. ACM Transactions on Knowledge Discovery from Data

    TKDD · 1 publications · 41 citations

    1

    h-index

1–5