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====== The Semantic Data Mining (SEDAMI) Workshop ====== | ====== The Semantic Data Mining (SEDAMI) Workshop ====== | ||
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+ | **SEDAMI webapge is [[http:// | ||
+ | |||
+ | 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/ | ||
+ | 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, | ||
+ | |||
+ | **Organising committee** | ||
+ | |||
+ | * Martin Atzmueller, | ||
+ | * Grzegorz J. Nalepa, | ||
+ | * Szymon Bobek, | ||
+ | * Nada Lavrac, Jožef Stefan Institute, Slovenia | ||
+ | ====== SEDAMI 2021 at IJCAI 2021 ====== | ||
+ | |||
+ | ===== Important dates===== | ||
+ | * ** Submission Deadline:** May 13, 2021 (AoE) | ||
+ | * //We plan to have a rolling review process for late/ | ||
+ | * ** Notification of Acceptance: | ||
+ | * ** Camera-Ready Versions Due:** June 6, 2021 (AoE) | ||
+ | * ** Workshop date:** August 21-26, 2021 | ||
+ | |||
+ | ===== Schedule ===== | ||
+ | |||
+ | **Aug 20 10:00 – 13:30 Montreal Time (UTC-4)** | ||
+ | |||
+ | Please note, that all times are in UTC-4 (this is e.g., CEST-6 ... 10:00 UTC-4 is 16:00 CEST) | ||
+ | |||
+ | **10: | ||
+ | |||
+ | **10: | ||
+ | 10:15-10:45 Victor Guimarães and Vítor Costa: {{: | ||
+ | 10:45-11:15 Blaž Škrlj and Nada Lavrač: {{: | ||
+ | 11:15-11:45 Dietmar Seipel and Martin Atzmueller: {{: | ||
+ | |||
+ | **11: | ||
+ | |||
+ | **12: | ||
+ | 12:00-12:30 Shaobo Wang, Guangliang Liu, Wenyan Zhu, Zengtao Jiao, Haichen Lv, Jun Yan and Yunlong Xia: {{: | ||
+ | 12:30-13:00 Dan Hudson, Leonid Schwenke, Stefan Bloemheuvel, | ||
+ | }} | ||
+ | |||
+ | **13: | ||
+ | |||
+ | ===== Call for papers ===== | ||
+ | |||
+ | {{ : | ||
+ | ===== Motivation for the workshop ===== | ||
+ | The general goal of data mining is to uncover novel, interesting, | ||
+ | Thus, recent advances of data mining and machine learning apparently bring new challenges in its practical use in data mining, including interpretability, | ||
+ | Using semantic information such as domain/ | ||
+ | |||
+ | ===== Topics of interest ===== | ||
+ | |||
+ | Overall, we are interested in 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 | ||
+ | |||
+ | |||
+ | |||
+ | |||
+ | ===== Program Committee (tentative) ===== | ||
+ | |||
+ | * Klaus-Dieter Althoff, University of Hildesheim & DFKI, Germany | ||
+ | * Martin Atzmueller, Osnabrück University, Germany | ||
+ | * Przemysław Biecek, Warsaw University of Technology, Poland | ||
+ | * Szymon Bobek, Jagiellonian University, Poland | ||
+ | * João Gama, University of Porto, Portugal | ||
+ | * Nada Lavrac, Jožef Stefan Institute, Slovenia | ||
+ | * Stan Matwin, Dalhousie University, Canada | ||
+ | * 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 | ||
+ | * Marek Sikora, Silesian University of Technology, Poland | ||
+ | * Blaž Škrlj, Jožef Stefan Institute, Slovenia | ||
+ | |||
+ | |||
+ | |||
+ | |||
+ | ===== Submission details ===== | ||
+ | |||
+ | Please submit papers using the dedicated [[https:// | ||
+ | |||
+ | Furthermore, | ||
+ | |||
+ | All submitted papers must: | ||
+ | * be written in English; | ||
+ | * contain author names, affiliations, | ||
+ | * be formatted according to the [[https:// | ||
+ | * be in PDF (make sure that the PDF can be viewed on any platform). | ||