Sebastian Rudolph

From International Center for Computational Logic

Prof. Sebastian Rudolph

ProfessorTechnische Universität DresdenInternational Center for Computational Logic Computational Logic

Since April 2013, I've been full professor for Computational Logic at the Institute for Artificial Intelligence at the Faculty of Computer Science at the Technische Universität Dresden, since 2021 affiliated member of the Faculty of Mathematics. My research interests comprise Artificial Intelligence, in particular Knowledge Representation and Reasoning using diverse formalisms (such as Description Logics, Existential Rules and Formal Concept Analysis) and their applications in diverse areas, for instance Semantic Technologies. I deal with problems ranging from theoretical foundations (e.g., decidability and complexity of reasoning tasks) to practical deployment (ontology modeling, interactive knowledge acquisition). In 2017, I received an ERC Consolidator Grant for investigating general principles of decidability in logic-based knowledge representation.

Before returning to Dresden, I spend the years 2006 to 2013 as a postdoctoral researcher, project leader and later Privatdozent (similar to associate professor) in Rudi Studer's Knowledge Management group at the Institute AIFB of the Karlsruhe Institute of Technology, where I obtained my habilitation in 2011. Before I had completed my PhD in Algebra and my studies for highschool teaching in mathematics, physics and computer science at the TU Dresden.

Newest Publications

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Manuel Bodirsky, Simon Knäuer, Sebastian Rudolph
Datalog-Expressibility for Monadic and Guarded Second-Order Logic
In Nikhil Bansal, James Worrell, eds., Proceedings of the 48th International Colloquium on Automata, Languages, and Programming (ICALP), LIPIcs, to appear. Schloss Dagstuhl - Leibniz-Zentrum für Informatik
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Emanuel Kieroński, Sebastian Rudolph
Finite Model Theory of the Triguarded Fragment and Related Logics
Proceedings of the 36th Annual Symposium on Logic in Computer Science (LICS 2021), to appear
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Manuel Bodirsky, Thomas Feller, Simon Knäuer, Sebastian Rudolph
On Logics and Homomorphism Closure
Proceedings of the 36th Annual Symposium on Logic in Computer Science (LICS 2021), to appear
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Sarah Alice Gaggl, Sebastian Rudolph, Hannes Strass
On the Decomposition of ADFs and the Complexity of Naive-based Semantics
Journal of Artificial Intelligence Research, 70:1-64, January 2021
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Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph
Neural Machine Translating from Natural Language to SPARQL
Future Generation Computer Systems, 117:510-519, 2021
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Manuel Bodirsky, Simon Knäuer, Sebastian Rudolph
Datalog-Expressibility for Monadic and Guarded Second-Order Logic
Technical Report, arXiv.org, volume 2010.05677, October 2020
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Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph
Satisfiability and Query Answering in Description Logics with Global and Local Cardinality Constraints
Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), June 2020
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Aparna Saisree Thuluva, Darko Anicic, Sebastian Rudolph, Malintha Adikari
Semantic Node-RED for rapid development of interoperable industrial IoT applications
Semantic Web, 11(6):949-975, October 2020
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Norbert Manthey, Rafael Peñaloza Nyssen, Sebastian Rudolph
SATPin: Axiom Pinpointing for Lightweight Description Logics through Incremental SAT
Künstliche Intelligenz, 34(3):389-394, 2020
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Mei Yang, Sarah Alice Gaggl, Sebastian Rudolph
Neva – Extension Visualization for Argumentation Frameworks
Proceedings of the 8th International Conference on Computational Models of Argument (COMMA 2020), volume 326 of Frontiers in Artificial Intelligence and Applications, 477-478, September 2020
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Courses


Suggested Thesis Topics


Completed Theses

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DeciGUT
A Grand Unified Theory of Decidability in Logic-Based Knowledge Representation

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QuantLA
Quantitative Logics and Automata

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Wolpertinger
Wolpertinger is a fixed-domain reasoner


Computational Logic