Connectionists: [CFP] ECML-PKDD Workshop Human-Centered Data Mining

[Roel Bouman]

Dear colleagues,

It is our pleasure to invite you to submit your manuscripts to 
Human-Centered Data Mining (HuMine) Workshop, co-located with ECML-PKDD 
2025, which will take place on September 15th in Porto, Portugal.

Submission Deadline: 14/06/2025
Our website: https://humine2025.liacs.nl/ 
<https://humine2025.liacs.nl/>


Topics of Interest
We welcome contributions that address (but are not limited to):

  *
    Methodologies for human-centered data mining, including human-guided
    data mining algorithms, interactive data visualization methods,
    and innovations about interpretable machine learning and
    human-computer interactions useful for human-centered data mining.
  *
    Innovations in modelling user goals and feedback for interactive
    data mining, human-in-the-loop machine learning, and interactive
    data visualization.
  *
    Case studies demonstrating real-world applications of human-centered
    data mining in general, and/or revealing concrete technical research
    questions inspired by real-world challenges of human guidance and/or
    situation-specificness.
  *
    Evaluation metrics and frameworks for human-in-the-loop systems.
  *
    Benchmark datasets and tools tailored for human-guided approaches.
  *
    Surveys or position papers on the challenges and future directions
    in the field.


We welcome the following submission types:

  *
    Abstracts (1 page) of previously published work or of use cases that
    require human-guided data mining.
  *
    Short papers (4–8 pages) reporting methodological advances,
    evaluations, or novel applications, or ongoing projects with
    preliminary research results within these topics.
  *
    Long papers (12–16 pages) Research Papers about methodological
    advances, evaluations, or novel applications, and Position Papers /
    Surveys exploring conceptual frameworks, challenges, or trends in
    human-in-the-loop systems.

Submissions may be accepted for oral and/or poster presentation during 
the workshop. The authors can later decide if they would like the 
accepted papers to be included in the joint workshop proceedings 
organized by ECML-PKDD (published by Springer).

We look forward to your submissions and to advancing the field of 
human-centered data mining together! For inquiries, please contact 
HuMine2025 at gmail.com .


Best regards,

HuMine Workshop Co-Organizers
Lincen Yang, Roel Bouman, Oliver Urs Lenz, Jefrey Lijffijt, Polo Chau, 
Matthijs van Leeuwen

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