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CALL FOR PAPERS
International Workshop on Semantic Data Mining
Montreal, 21st -26th August, 2021
co-located with IJCAI 2021
https://sedami.geist.re
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Important Dates:
================
** Submission Deadline: May 4, 2021 (AoE)
** Notification of Acceptance: May 25, 2021 (AoE)
** Camera-Ready Versions Due: June 6, 2021 (AoE)
** Workshop date: August 21-26, 2021
The 1st International Semantic Data Mining (SEDAMI) workshop will
be co-located with IJCAI 2021. The workshop is planned to take
place in Montreal, Canada, from August 21-26th, 2021. In case
IJCAI 2021 is held online because of the COVID-19 situation, then
the workshop will be held online as well.
Objectives:
==========
The theme of the SEDAMI workshop is semantic data mining. With
this workshop we aim to get an insight into the current status of
research in this area. We focus mainly on methods that allow
include/utilize/exploit semantic information and domain knowledge
in machine learning and data mining, focussing on domains and
research questions that have not been deeply investigated so far
to improve standard machine learning solutions.
We encourage contributions on methods, techniques and applications
that are both domain-specific but also transversal to different
application domains. In particular, we solicit contributions that
aim to focus on semantic data mining for providing and/or
enhancing interpretability, the introduction and upgrading of
knowledge, as well as enhancing explanations.
Topics of interest:
==================
We encourage receiving papers related to the following topics,
which include but are not limited to:
* Declarative data mining
* Declarative domain knowledge
* Knowledge modelling and data mining
* Data mining and machine learning using ontologies
* Introduction of semantics into the data mining process
* Interpretable models in data mining and machine learning
* Knowledge-based data mining and machine learning approaches
* Role of explanations in data mining and machine learning
* Knowledge-graphs in data mining and machine learning
* Feature engineering for transparency and explanation
* Transparent and hybrid models in machine learning
* Inductive logic programming and data mining
* Human in the loop of the data mining process
* Role of Linked Open Data in data mining
* Applications of all of the above
Submission:
==========
We are accepting short papers (5-6 pages, including references),
as well as long papers (10-12 pages, including references). The
papers need to be prepared in LNCS format (see below), and to be
submitted via the submission system:
https://easychair.org/conferences/?conf=sedami2021
Workshop proceedings will be made available via CEUR-WS.
A post workshop journal publication is considered.
All submitted papers must
* be written in English;
* contain author names, affiliations, and email addresses;
* be formatted according to the Springer LNCS template
(
https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines);
* be in PDF (make sure that the PDF can be viewed on any
platform).
Important Dates:
================
Deadline for submission: May 4, 2021 (AoE)
Notification of acceptance: May 25, 2021 (AoE)
Deadline for final paper submission: June 6, 2021 (AoE)
Organising committee:
====================
Martin Atzmueller
<martin.atzmueller@uni-osnabrueck.de>
Osnabrück University, Germany,
Grzegorz J. Nalepa
<grzegorz.j.nalepa@uj.edu.pl>
Jagiellonian University, Poland
Szymon Bobek
<szymon.bobek@uj.edu.pl> Jagiellonian
University
Nada Lavrac
<Nada.Lavrac@ijs.si>, Jožef Stefan Institute,
Slovenia
For any enquiries regarding the programme, please contact:
martin.atzmueller@uni-osnabrueck.de
For all general enquiries, please contact:
szymon.bobek@uj.edu.pl
Program committee (tentative):
==============================
Klaus-Dieter Althoff, University of Hildesheim & DFKI, Germany
Martin Atzmueller, Osnabrück University, Germany
Szymon Bobek, Jagiellonian University, Poland
Johannes Fürnkranz, Johannes Kepler University Linz, Austria
João Gama, University of Porto, Portugal
Nada Lavrac, Jožef Stefan Institute, Slovenia
Grzegorz J. Nalepa, Jagiellonian University, Poland
Sławomir Nowaczyk, Halmstad University, Sweden
Jose Palma, Universidad de Murcia, Spain
Juan Pavon, Universidad Complutense de Madrid, Spain
Marc Plantevit, Université Lyon, France
Eric Postma, Tilburg University, The Netherlands
Céline Rouveirol, Université Sorbonne Paris Nord, France
Dietmar Seipel, University of Würzburg, Germany
Blaž Škrlj, Jožef Stefan Institute, Slovenia
--
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Prof. Dr. Martin Atzmueller | https://martin.atzmueller.net
ROSEN-Group-Endowed Chair of Semantic Information Systems
Osnabrueck University, Germany | https://sis.cs.uos.de/
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