Knowledge-Based Systems
Knowledge-Based Systems
- Contact Markus Krötzsch
- Secretary secretary_wbs@mailbox.tu-dresden.de
The research group Knowledge-Based Systems is concerned with methods for the intelligent management and processing of information in computer systems. This includes research questions from knowledge representation, reasoning and formal logic, but also covers topics related to databases and distributed systems. Important application areas of this research can be found in the fields of semantic technologies, artificial intelligence, and knowledge management.
The research group is affiliated with the Institute for Theoretical Computer Science.
Professors and Research Group Leaders
Management
Scientific Staff
- APB 3035
- +49 351 463 38314
Technical Administrators
- APB 3018
- +49 (0) 351 463-38422
Student Assistants
Former Members
Newest Publications
Capturing Homomorphism-Closed Decidable Queries with Existential Rules
In Meghyn Bienvenu, Gerhard Lakemeyer, Esra Erdem, eds., Proc. 18th International Conference on Principles of Knowledge Representation and Reasoning (KR'21), 141--150, 2021
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Evaluating the Generality of Disjunctive Model Faithful Acyclicity on OWL ontologies
Project Thesis, TU Dresden, March 2021
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Chase-Based Computation of Cores for Existential Rules
Diploma Thesis, TU Dresden, September 2021
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A Datalog Hammer for Supervisor Verification Conditions Modulo Simple Linear Arithmetic
In Boris Konev, Giles Reger, eds., Proc. of the 13th Int. Symp. on Frontiers of Combining Systems (FROCOS 2021), volume 12941 of LNCS, 3-24, 2021. Springer
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Partially Ordered Automata and Piecewise Testability
Logical Methods in Computer Science, 17(2), 2021
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Materializing Knowledge Bases via Trigger Graphs
Proceedings of the 47th International Conference on Very Large Databases, VLDB 2021, volume 14, 943-956, 2021
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Don’t Repeat Yourself: Termination of the Skolem Chase on Disjunctive Existential Rules
Project Thesis, TU Dresden, September 2020
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Tutorial on Multi-Context Stream Reasoning
43rd German Conference on Artificial Intelligence Tutorial, September 2020
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Rewriting the Description Logic ALCHIQ to Disjunctive Existential Rules
In Christian Bessiere, eds., Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020, 1777-1783, 2020. ijcai.org
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Reasoner = Logical Calculus + Rule Engine
KI, 2020
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Courses
- Seminar Rule-Based Paradigms in KR (WS 2021)
- Complexity Theory (WS 2021)
- Knowledge Graphs (WS 2021)
- Seminar Data-Aware Processes (SS 2021)
- Theoretische Informatik und Logik (SS 2021)
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Student projects
Completed Theses
- Chase-Based Computation of Cores for Existential Rules
- by Lukas Gerlach (29 August 2021)
- Supervisor: Markus Krötzsch
- Evaluating the Generality of Disjunctive Model Faithful Acyclicity on OWL ontologies
- by Lukas Gerlach (31 März 2021)
- Supervisor: Markus Krötzsch, David Carral
- Don’t Repeat Yourself: Termination of the Skolem Chase on Disjunctive Existential Rules
- by Lukas Gerlach (30 September 2020)
- Supervisor: Markus Krötzsch, David Carral
- Software Implementation for Taxonomy Browsing and Ontology Evaluation for the case of Wikidata
- by Serghei Stratan (7 März 2016)
- Supervisor: Markus Krötzsch
- Visualization of spacio-temporal data from Wikidata
- by Georg Wild (4 September 2014)
- Supervisor: Markus Krötzsch
cfaed
CENTER FOR ADVANCING ELECTRONICS DRESDEN
CPEC
Center for Perspicuous Computing
DIAMOND
Data Integration and Access by Merging Ontologies and Databases
ScaDS.AI
Center for Scalable Data Analytics and Artificial Intelligence
Semantic MediaWiki
Popular open-source software for collaborative data management
VLog
A fast, highly scalable rule engine for existential rules and Datalog.
Wikidata
Wikipedia's free, collaborative knowledge base
Wikidata SPARQL Logs
Access logs from the Wikidata SPARQL Query Service
