CPEC
From International Center for Computational Logic
CPEC
Center for Perspicuous Computing
- Contact Raimund Dachselt
- https://perspicuous-computing.science/
- January 1, 2019 – December 31, 2022
- funded by DFG
The Transregional Collaborative Research Centre 248 Center for Perspicuous Computing (CPEC) aims at enabling comprehension in a cyber-physical world with the human in the loop.
From autonomous vehicles to Industry 4.0, from smart homes to smart cities – increasingly computer programs participate in actions and decisions that affect humans. However, our understanding of how these applications interact and what is the cause of a specific automated decision is lagging far behind. With the increase in cyber-physical technology impacting our lives, the consequences of this gradual loss in understanding are becoming severe. Systems lack support for making their behaviour plausible to their users. And even for technology experts it is nowadays virtually impossible to provide scientifically well-founded answers to questions about the exact reasons that lead to a particular decision, or about the responsibility for a malfunctioning. The root cause of the problem is that contemporary systems do not have any built-in concepts to explicate their behaviour. They calculate and propagate outcomes of computations, but are not designed to provide explanations. They are not perspicuous.
The key to enable comprehension in a cyber-physical world is a science of perspicuous computing, and it is the overarching goal of CPEC to develop the necessary tools and methods to support this. To this end, CPEC brings together researchers from formal methods, artificial intelligence, and human-computer interaction in a closely connected consortium of researchers from TU Dresden, Saarland University, and selected partners at two Max-Planck Institutes and the University of Tübingen.
Journal Articles
Nikolai Käfer, Christel Baier, Martin Diller, Clemens Dubslaff, Sarah Alice Gaggl, Holger Hermanns
Admissibility in Probabilistic Argumentation
Journal of Artificial Intelligence Research, 74:957-1004, June 2022
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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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Tomáš Masopust, Markus Krötzsch
Partially Ordered Automata and Piecewise Testability
Logical Methods in Computer Science, 17(2), 2021
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Martin Diller, Atefeh Keshavarzi Zafarghandi, Thomas Linsbichler, Stefan Woltran
Investigating subclasses of abstract dialectical frameworks
Argument & Computation, 11(1-2):191-219, May 2020
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David Carral, Irina Dragoste, Markus Krötzsch
Reasoner = Logical Calculus + Rule Engine
KI, 2020
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Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Solving Advanced Argumentation Problems with Answer Set Programming
Theory and Practice of Logic Programming, January 2020
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Hannes Strass, Adam Zachary Wyner, Martin Diller
EMIL: Extracting Meaning from Inconsistent Language: Towards argumentation using a controlled natural language interface
International Journal of Approximate Reasoning, 112:55-84, 2019
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Proceedings Articles
Lukas Gerlach, David Carral
General Acyclicity and Cyclicity Notions for the Disjunctive Skolem Chase (Extended Technical Report)
AAAI 2023, to appear
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Martin Bromberger, Irina Dragoste, Rasha Faqeh, Christof Fetzer, Larry González, Markus Krötzsch, Maximilian Marx, Harish K Murali, Christoph Weidenbach
A Sorted Datalog Hammer for Supervisor Verification Conditions Modulo Simple Linear Arithmetic
In Dana Fisman, Grigore Rosu, eds., Proc. of the 28th Int. Conf. on Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2022), volume 13243 of LNCS, 480-501, 2022. Springer
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Maximilian Marx, Markus Krötzsch
Tuple-Generating Dependencies Capture Complex Values (extended abstract)
In Mario Alviano, Andreas Pieris, eds., Proceedings of the 4th International Workshop on the Resurgence of Datalog in Academia and Industry, volume 3203 of CEUR Workshop Proceedings, 97--103, September 2022. CEUR-WS.org
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Johannes Klaus Fichte, Sarah Alice Gaggl, Markus Hecher, Dominik Rusovac
IASCAR: Incremental Answer Set Counting by Anytime Refinement
In Georg Gottlob, Daniela Inclezan, Marco Maratea, eds., Proceedings of the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), volume 13416 of Lecture Notes in Computer Science, 217-230, August 2022. Springer International Publishing
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Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova, Markus Krötzsch, Bernhard Nebel, Marcel Steinmetz
Expressivity of Planning with Horn Description Logic Ontologies (Extended Abstract)
In Ofer Arieli, Martin Homola,Jean Christoph Jung, Marie-Laure Mugnier, eds., Proceedings of the 35th International Workshop on Description Logics (DL 2022), volume 3263 of CEUR Workshop Proceedings, 2022. CEUR-WS.org
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Stefan Borgwardt, Jörg Hoffmann, Alisa Kovtunova, Markus Krötzsch, Bernhard Nebel, Marcel Steinmetz
Expressivity of Planning with Horn Description Logic Ontologies
Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022), 5503--5511, 2022. AAAI Press
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Ali Elhalawati, Markus Krötzsch, Stephan Mennicke
An Existential Rule Framework for Computing Why-Provenance On-Demand for Datalog
Proceddings of the 6th International Joint Conference on Rules and Reasoning (RuleML+RR 2022), to appear. Springer
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Johannes Klaus Fichte, Sarah Alice Gaggl, Dominik Rusovac
Rushing and Strolling among Answer Sets – Navigation Made Easy (Extended Abstract)
In Yuliya Lierler, Jose F. Morales, Carmine Dodaro, Veronica Dahl, Martin Gebser, Tuncay Tekle, eds., Technical Communication Proceeding of the 38th International Conference on Logic Programming (ICLP 2022), volume 364 of EPTCS, 181-184, 2022. Open Publishing Association
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Piotr Ostropolski-Nalewaja, Jerzy Marcinkowski, David Carral, Sebastian Rudolph
A Journey to the Frontiers of Query Rewritability
In Leonid Libkin, Pablo Barceló, eds., Proceedings of the 41st Symposium on Principles of Database Systems (PODS'22), 359-367, June 2022. ACM
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Raven Beutner, David Carral, Bernd Finkbeiner, Jana Hofmann, Markus Krötzsch
Deciding Hyperproperties Combined with Functional Specifications
In Christel Baier and Dana Fisman, eds., Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS 2022), 56:1--56:13, 2022. ACM
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Johannes Klaus Fichte, Sarah Alice Gaggl, Dominik Rusovac
Rushing and Strolling among Answer Sets - Navigation Made Easy
Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022), volume 36 of 5, 5651-5659, June 2022
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Ridhwan Dewoprabowo, Johannes Klaus Fichte, Piotr Gorczyca, Markus Hecher
A Practical Account into Counting Dung’s Extensions by Dynamic Programming
Proceedings of the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), to appear
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Stefan Ellmauthaler, Sarah Alice Gaggl, Dominik Rusovac, Johannes P. Wallner
Representing Abstract Dialectical Frameworks with Binary Decision Diagrams
In G. Gottlob, D Inclezan, M. Maratea, eds., Proceedings of the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), volume 13416 of Lecture Notes in Computer Science, 177-198, 2022. Springer
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Sarah Alice Gaggl, Philipp Hanisch, Markus Krötzsch
Simulating Sets in Answer Set Programming
In Luc De Raedt, eds., Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022), 2634--2640, 2022. ijcai.org
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Stefan Ellmauthaler, Markus Krötzsch, Stephan Mennicke
Answering Queries with Negation over Existential Rules
Proceedings of the AAAI Conference on Artificial Intelligence, 36(5), 5626-5633, June 2022
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Larry González, Alex Ivliev, Markus Krötzsch, Stephan Mennicke
Efficient Dependency Analysis for Rule-Based Ontologies
In Ulrike Sattler, Aidan Hogan, Maria Keet, Valentina Presutti, João Paulo A. Almeida, Hideaki Takeda, Pierre Monnin, Giuseppe Pirrò, Claudia d’Amato, eds., The Semantic Web – ISWC 2022, volume 13489 of Lecture Notes in Computer Science, 267-283, October 2022. Springer
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Stefan Ellmauthaler, Sarah Alice Gaggl, Dominik Rusovac, Johannes P. Wallner
ADF - BDD : An ADF Solver Based on Binary Decision Diagrams
In Francesca Toni, eds., Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022), volume 220146 of FAIA, 355-356, September 2022. IOS Press
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Jacopo Urbani, Markus Krötzsch, Thomas Eiter
Chasing Streams with Existential Rules
In Gabriele Kern-Isberner, Gerhard Lakemeyer, Thomas Meyer, eds., Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022), 2022
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Maximilian Marx, Markus Krötzsch
Tuple-Generating Dependencies Capture Complex Values
In Dan Olteanu, Nils Vortmeier, eds., Proceedings of the 25th International Conference on Database Theory (ICDT 2022), volume 220 of LIPIcs, 13:1--13:20, March 2022. Schloss Dagstuhl - Leibniz-Zentrum für Informatik
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Martin Diller, Sarah Alice Gaggl, Piotr Gorczyca
Strategies in Flexible Dispute Derivations for Assumption-Based Argumentation
In Sarah A. Gaggl, Jean-Guy Mailly, Matthias Thimm, Johannes P. Wallner, eds., Proceedings of the 4th International Workshop on Systems and Algorithms for Formal Argumentation (SAFA 2022), volume 3236, 59-72, October 2022. CEUR-WS
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Elisa Böhl, Sarah Alice Gaggl
Tunas - Fishing for Diverse Answer Sets: A Multi-Shot Trade up Strategy
In Georg Gottlob, Daniela Inclezan, Marco Maratea, eds., Proceedings of the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), volume 13416 of Lecture Notes in Computer Science, 89-102, August 2022. Springer International Publishing
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Raimund Dachselt, Sarah Alice Gaggl, Markus Krötzsch, Julián Méndez, Dominik Rusovac, Mei Yang
NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces
In Francesca Toni, eds., Proceedings of the 9th International Conference on Computational Models of Argument (COMMA 2022), volume 220146 of FAIA, 116-127, September 2022. IOS Press
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Martin Diller, Sarah Alice Gaggl, Piotr Gorczyca
Flexible Dispute Derivations with Forward and Backward Arguments for Assumption-Based Argumentation
In Pietro Baroni, Christoph Benzmüller, Yì N. Wán, eds., Proceedings of the 4th International Conference on Logic and Argumentation (CLAR 2021), volume 13040 of LNCS, 147-168, 2021. Springer
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Efthymia Tsamoura, David Carral, Enrico Malizia, Jacopo Urbani
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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Christel Baier, Martin Diller, Clemens Dubslaff, Sarah Alice Gaggl, Holger Hermanns, Nikolai Käfer
Admissibility in Probabilistic Argumentation
In Meghyn Bienvenu, Gerhard Lakemeyer, Esra Erdem, eds., Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning (KR 2021), 87-98, November 2021
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Sarah Alice Gaggl, Sebastian Rudolph, Hannes Straß
On the Decomposition of ADFs and the Complexity of Naive-based Semantics
IJCAI 2021 Journal Track, 2021
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Camille Bourgaux, David Carral, Markus Krötzsch, Sebastian Rudolph, Michaël Thomazo
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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Martin Bromberger, Irina Dragoste, Rasha Faqeh, Christof Fetzer, Markus Krötzsch, Christoph Weidenbach
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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David Carral, Jacopo Urbani
Checking Chase Termination over Ontologies of Existential Rules with Equality
Proceedings of the 34rd Conference on Artificial Intelligence (AAAI 2020), February 2020
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David Carral, Markus Krötzsch
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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Markus Krötzsch
Computing Cores for Existential Rules with the Standard Chase and ASP
In Diego Calvanese, Esra Erdem, Michael Thielscher, eds., Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), 603-613, 2020. IJCAI
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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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Wolfgang Dvořák, Sarah Alice Gaggl, Anna Rapberger, Johannes Peter Wallner, Stefan Woltran
The ASPARTIX System Suite
Proceedings of the 8th International Conference on Computational Models of Argument (COMMA 2020), volume 326 of Frontiers in Artificial Intelligence and Applications, 461-462, September 2020
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Martin Diller, Adam Zachary Wyner, Hannes Strass
Making Sense of Conflicting (Defeasible) Rules in the Controlled Natural Language ACE: Design of a System with Support for Existential Quantification Using Skolemization
Proceedings of the 13th International Conference on Computational Semantics, 32-37, 2019. Association for Computational Linguistics
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David Carral, Irina Dragoste, Markus Krötzsch
The Combined Approach to Query Answering in Horn-ALCHOIQ (Extended Abstract)
In Mantas Simkus, Grant E. Weddell, eds., Proceedings of the 32nd International Workshop on Description Logics, volume 2373 of CEUR Workshop Proceedings, 2019. CEUR-WS.org
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Martin Diller, Adam Z. Wyner, Hannes Straß
Making Sense of Conflicting (Defeasible) Rules in the Controlled Natural Language ACE: Design of a System with Support for Existential Quantification Using Skolemization
In Simon Dobnik and Stergios Chatzikyriakidis and Vera Demberg, eds., Proceedings of the Thirteenth International Conference on Computational Semantics (IWCS), Short Papers, 32--37, May 2019. The Association for Computational Linguistics
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David Carral, Larry González, Patrick Koopmann
From Horn-SRIQ to Datalog: A Data-Independent Transformation that Preserves Assertion Entailment
In Mantas Simkus, Grant E. Weddell, eds., Proceedings of the 32st International Workshop on Description Logics (DL 2019), volume 2373 of CEUR Workshop Proceedings, June 2019. CEUR-WS.org
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David Carral, Irina Dragoste, Markus Krötzsch
Chasing Sets: How to Use Existential Rules for Expressive Reasoning (Extended Abstract)
In Mantas Simkus, Grant E. Weddell, eds., Proceedings of the 32nd International Workshop on Description Logics, volume 2373 of CEUR Workshop Proceedings, June 2019. CEUR-WS.org
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Markus Krötzsch
Too Much Information: Can AI Cope With Modern Knowledge Graphs?
In Diana Cristea, Florence Le Ber, Baris Sertkaya, eds., Proceedings of the 15th International Conference on Formal Concept Analysis (ICFCA 2019), volume 11511 of LNCS, 17--31, 2019. Springer
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Markus Krötzsch, Maximilian Marx, Sebastian Rudolph
The Power of the Terminating Chase
In Pablo Barceló, Marco Calautti, eds., Proceedings of the 22nd International Conference on Database Theory (ICDT 2019), volume 127 of LIPIcs, 3:1--3:17, 2019. Schloss Dagstuhl - Leibniz-Zentrum für Informatik
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David Carral, Irina Dragoste, Larry González, Ceriel Jacobs, Markus Krötzsch, Jacopo Urbani
VLog: A Rule Engine for Knowledge Graphs
In Chiara Ghidini, Olaf Hartig, Maria Maleshkova, Vojtěch Svátek, Isabel F. Cruz, Aidan Hogan, Jie Song, Maxime Lefrançois, Fabien Gandon, eds., Proceedings of the 18th International Semantic Web Conference (ISWC'19) Part II, volume 11779 of LNCS, 2019. Springer
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David Carral, Irina Dragoste, Markus Krötzsch, Christian Lewe
Chasing Sets: How to Use Existential Rules for Expressive Reasoning
Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI'19), August 2019. International Joint Conferences on Artificial Intelligence
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Book Chapters
Ana Ozaki, Markus Krötzsch, Sebastian Rudolph
Temporally Attributed Description Logics
In Carsten Lutz, Uli Sattler, Cesare Tinelli, Anni-Yasmin Turhan, Frank Wolter, eds., Description Logic, Theory Combination, and All That - Essays Dedicated to Franz Baader on the Occasion of His 60th Birthday, volume 11560 of LNCS, 441-474. Springer, 2019
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Edited Proceedings
Sarah Alice Gaggl, Jean-Guy Mailly, Matthias Thimm, Johannes Peter Wallner
The Fourth International Workshop on Systems and Algorithms for Formal Argumentation (SAFA 2022)
Volume 3236, October 2022. CEUR-WS
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Sarah Alice Gaggl, Matthias Thimm, Mauro Vallati
Proceedings of the Third International Workshop on Systems and Algorithms for Formal Argumentation (SAFA'20)
Volume 2672, September 2020. CEUR-WS.org
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Markus Krötzsch, Daria Stepanova
Explainable Artificial Intelligence. Proceedings of the 15th Reasoning Web Summer School
Volume 11810 of LNCS, 2019. Springer
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Technical Reports
Johannes Klaus Fichte, Sarah Alice Gaggl, Dominik Rusovac
Rushing and Strolling among Answer Sets - Navigation Made Easy
Technical Report, arXiv.org, volume CoRR abs/2112.07596, December 2021
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Sarah Alice Gaggl, Thomas Linsbichler, Marco Maratea, Stefan Woltran
Design and Results of the Second International Competition on Computational Models of Argumentation
Technical Report, arXiv.org, volume CoRR abs/1909.00621, September 2019
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Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Solving Advanced Argumentation Problems with Answer Set Programming
Technical Report, arXiv.org, December 2019
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Talks and Miscellaneous
Johannes Klaus Fichte, Sarah Alice Gaggl, Dominik Rusovac
Rushing and Strolling among Answer Sets - Navigation Made Easy (Extended Abstract)
KR Recently Published Research Track (KR 2022), August 2022
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Sarah Alice Gaggl
Scalable Understanding: Navigation Approaches for Answer Sets
invited talk at the Artificial Intelligence Group (AIG) at the FernUnversität in Hagen, October 2022
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Markus Krötzsch
Data, Ontologies, Rules, and the Return of the Blank Node
Keynote at the 21st International Semantic Web Conference, 2022
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David Carral, Markus Krötzsch, Jacopo Urbani
Practical Uses of Existential Rules in Knowledge Representation
Tutorial at the 24th European Conference on Artificial Intelligence (ECAI 2020)
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David Carral, Markus Krötzsch, Jacopo Urbani
Practical Uses of Existential Rules in Knowledge Representation
Tutorial at the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020)
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Markus Krötzsch
Working with Knowledge Graphs
Course at EDBT Summer School 2019, Lyon, France, 2019
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