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informatik
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Stepanova, Daria

Daria Stepanova

Max-Planck-Institut für Informatik
Department 5: Databases and Information Systems
Campus E1 4, Room 404
66123 Saarbrücken
Germany

Email: Get my email address via email
Phone: +49 681 9325 5004
Fax: +49 681 9325 5099


Research Interests



Short CV


Recent Positions

Education

More details: Curriculum Vitae.


Research Projects



Teaching


Winter semester 2017–2018

Student supervision


Publications


 
Completeness-aware Rule Learning from Knowledge Graphs.
Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum.
In Proc. 16th International Semantic Web Conference (ISWC 2017), p. 507-525, 2017. [paper] (nominated for best student paper award)
 
Combining Nonmonotonic Reasoning and Rule Learning for Link Prediction in Knowledge Graphs.
Francesca A. Lisi and Daria Stepanova.
In Proc. 11th International Conference on Rules and Reasoning Systems (RR+Rule-ML 2017), to appear, 2017. (best poster award)
 
Hybrid Approach to Constraint-based Pattern Mining.
Sergey Paramonov, Daria Stepanova, Pauli Miettinen.
In Proc. 11th International Conference on Rules and Reasoning (RR+Rule-ML 2017), p. 199-214, 2017. [paper]
 
Towards Nonmonotonic Relational Learning from Knowledge Graphs.
Hai Dang Tran, Daria Stepanova, Mohamed Gad-elrab, Francesca A. Lisi, Gerhard Weikum.
In Post-proc. 26th Inductive Logic Programming Conference (ILP 2016), p. 94-107, 2016. [full paper |short paper |slides]
 
Exception-enriched Rule Learning from Knowledge Graphs.
Mohamed Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum.
In Proc. 39th German Conference on Artificial Intelligence (KI 2016), p. 211-217, 2016. [paper]
 
Exception-enriched Rule Learning from Knowledge Graphs.
Mohamed Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum.
In Proc. 15th International Semantic Web Conference (ISWC 2016), p. 234-251, 2016. [paper]
 
Computing Repairs for Inconsistent DL-programs over EL Ontologies.
Thomas Eiter, Michael Fink, Daria Stepanova.
Journal of Artifitial Intelligence Research (JAIR), p. 463-515, 2016. [paper]
 
Data Repair of Inconsistent Nonmonotonic Description Logic Programs.
Thomas Eiter, Michael Fink, Daria Stepanova.
Journal of Artifitial Intelligence (JAI), p. 7-53, 2016. [paper]
 
Angry-HEX: an Artificial Player for Angry Birds Based on Declarative Knowledge Bases.
Giovambattista Ianni, Francesco Calimeri, Stefano Germano, Andreas Humenberger, Christoph Redl, Daria Stepanova, Andrea Tucci, and Anton Wimmer.
Angry-HEX: an Artificial Player for Angry Birds Based on Declarative Knowledge Bases.
IEEE Transactions on Computational Intelligence and AI in Games, p. 128-139, 2016. [paper]
 
Inconsistencies in Hybrid Knowledge Bases.
Daria Stepanova.
PhD Thesis, Vienna University of Technology, March 2015. [thesis |slides ]
 
Computing Repairs for Inconsistent DL-programs over EL Ontologies.
Thomas Eiter, Michael Fink, Daria Stepanova.
In Proc. of Joint Extended Conference on Artificial Intelligence, JELIA, p. 426-441, 2014. [paper |slides ]
 
Towards Practical Deletion Repair of Inconsistent DL-programs.
Thomas Eiter, Michael Fink, Daria Stepanova.
In ECAI, p. 285-290, 2014. [ paper | slides ]
 
Towards Practical Deletion Repair of Inconsistent DL-programs.
Thomas Eiter, Michael Fink, Daria Stepanova.
In DL workshop, p. 169-180, 2014. [ paper]
 
Exploiting Support Sets for Answer Set Programs with External Evaluations.
Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova.
In Proc. of 28th International Conference on Artificial Intelligence, AAAI 2014, p. 1041-1048, 2014. [ paper | poster ]
 
Inconsistencies in Hybrid Knowledge Bases.
Daria Stepanova.
In Doctoral Consortium of KR 2014, 2014. [ paper | slides | poster ]
 
Data Repair of Inconsistent DL-programs.
Thomas Eiter, Michael Fink, Daria Stepanova.
In Proc. of 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013. [ paper | slides | poster ]
 
Inconsistency Management for Description Logic Programs and Beyond.
Thomas Eiter, Michael Fink, Daria Stepanova.
In Proc. of 7th Conference on Rules and Reasoning Systems, RR 2013, 2013.
 
Semantic Independence in DL-Programs.
Thomas Eiter, Michael Fink, Daria Stepanova.
In Proc. of 6th Conference on Rules and Reasoning Systems, RR 2012, p. 58-74, 2012. [ paper | slides ]
 
Knowledge Base for Economically Justified Decision Making.
Daria Stepanova, Simon E. Parkin, Aad van Moorsel.
In ICSOFT 2009, 2009.

Recent talks


Digital Knowledge: From Facts to Rules and Back
Talk within MPI lecture series, May 2017 [slides]

Reviewing


PC membership

Journals

Conferences and Workshops


Hobbies


  • Volleyball
  • Gymnastics
  • Table tennis