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sedami:start [2021/08/20 15:05] – [Schedule] 2papers gjn | sedami:start [2022/06/24 10:35] – [Submission details] sbk | ||
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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/ | 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, | 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 2nd edition of SEDAMI will be co-located with the [[https:// | ||
+ | |||
+ | The [[start2021|1st edition of SEDAMI]] was co-located with [[https:// | ||
+ | |||
+ | |||
+ | ====== SEDAMI 2022 at ECML PKDD 2022 ====== | ||
**Organising committee** | **Organising committee** | ||
- | * Martin Atzmueller, | ||
* Grzegorz J. Nalepa, | * Grzegorz J. Nalepa, | ||
+ | * Martin Atzmueller, | ||
* Szymon Bobek, | * Szymon Bobek, | ||
* Nada Lavrac, Jožef Stefan Institute, Slovenia | * Nada Lavrac, Jožef Stefan Institute, Slovenia | ||
- | ====== SEDAMI 2021 at IJCAI 2021 ====== | ||
===== Important dates===== | ===== Important dates===== | ||
- | * ** Submission Deadline: | + | * ** Submission Deadline: |
* //We plan to have a rolling review process for late/ | * //We plan to have a rolling review process for late/ | ||
- | * ** Notification of Acceptance: | + | * ** Notification of Acceptance: |
- | * ** Camera-Ready Versions Due: | + | * ** Camera-Ready Versions Due: |
- | * ** Workshop date: | + | * ** Workshop date: |
- | ===== Schedule | + | ===== Call for papers |
- | **Aug 20 10:00 – 13:30 Montreal Time (UTC-4)** | + | {{ :sedami:sedami2022-cfp1.pdf |Call For Papers |
- | + | ||
- | 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 ===== | + | |
- | {{ : | + | ===== Aims and Scope ===== |
- | ===== Motivation for the workshop | + | |
The general goal of data mining is to uncover novel, interesting, | 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, | 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/ | Using semantic information such as domain/ | ||
+ | |||
+ | The aim of this workshop, is to get an insight into the current status of research in semantic data mining, showing how to 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, | ||
===== Topics of interest ===== | ===== Topics of interest ===== | ||
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topics which include but are not limited to: | topics which include but are not limited to: | ||
- | | + | |
- | * Declarative domain knowledge | + | * Introduction of semantics into the data mining |
- | * Knowledge modelling and data mining | + | * Declarative domain knowledge |
- | * Data mining | + | * Declarative data mining |
- | * Introduction of semantics into the data mining | + | |
- | * Interpretable models | + | * Feature engineering for transparency |
- | * Knowledge-based | + | * Knowledge-based |
- | * Role of explanations in data mining | + | * Knowledge-graphs |
- | * Knowledge-graphs in data mining | + | * Interpretable models in data mining |
- | * Feature engineering for transparency and explanation | + | * Role of explanations in data mining |
- | | + | * Inductive logic programming and data mining |
- | * Inductive logic programming and data mining | + | * Transparent and hybrid models in data mining |
- | * Human in the loop of the data mining process | + | * Human in the loop of the data mining process |
- | * Role of Linked Open Data in data mining | + | * Role of Linked Open Data in data mining |
- | * Applications of all of the above | + | * Applications of all of the above |
- | + | ||
===== Program Committee (tentative) ===== | ===== Program Committee (tentative) ===== | ||
- | * Klaus-Dieter Althoff, University of Hildesheim & DFKI, Germany | + | TBA |
- | * 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 ===== | ===== Submission details ===== | ||
- | Please submit papers using the dedicated [[https:// | + | Please submit papers using the dedicated [[https:// |
- | + | We are accepting short papers – 5-6 pages with references, and long papers – 10-12 pages including references. | |
- | Furthermore, | + | The papers |
+ | Papers are to be submitted via Easychair. | ||
+ | Workshop | ||
+ | A post workshop journal publication is considered. | ||
- | All submitted papers must: | + | All submitted papers must |
* be written in English; | * be written in English; | ||
* contain author names, affiliations, | * contain author names, affiliations, | ||
- | * be formatted according to the [[https://www.springer.com/ | + | * be formatted according to the CEUR-WS template http://ceur-ws.org/Vol-XXX/CEURART.zip |
* be in PDF (make sure that the PDF can be viewed on any platform). | * be in PDF (make sure that the PDF can be viewed on any platform). | ||