Multi-shot ASP solving with clingo

M Gebser, R Kaminski, B Kaufmann… - Theory and Practice of …, 2019 - cambridge.org
We introduce a new flexible paradigm of grounding and solving in Answer Set Programming
(ASP), which we refer to as multi-shot ASP solving, and present its implementation in the …

Clingo= ASP+ control: Preliminary report

M Gebser, R Kaminski, B Kaufmann… - arxiv preprint arxiv …, 2014 - arxiv.org
We present the new ASP system clingo 4. Unlike its predecessors, being mere monolithic
combinations of the grounder gringo with the solver clasp, the new clingo 4 series offers …

Decisions, advice and explanation: an overview and research agenda

J Vanthienen - A Research Agenda for Knowledge Management …, 2021 - elgaronline.com
Operational decisions are made on a daily basis, but they require a lot of knowledge
(Vanthienen, 2015). Such decisions are taken frequently and are repetitive in nature (eg …

Clingcon: The next generation

M Banbara, B Kaufmann, M Ostrowski… - Theory and Practice of …, 2017 - cambridge.org
We present the third generation of the constraint answer set system clingcon, combining
Answer Set Programming (ASP) with finite domain constraint processing (CP). While its …

[HTML][HTML] A framework for step-wise explaining how to solve constraint satisfaction problems

B Bogaerts, E Gamba, T Guns - Artificial Intelligence, 2021 - Elsevier
We explore the problem of step-wise explaining how to solve constraint satisfaction
problems, with a use case on logic grid puzzles. More specifically, we study the problem of …

Step-wise explanations of constraint satisfaction problems

B Bogaerts, E Gamba, J Claes, T Guns - ECAI 2020, 2020 - ebooks.iospress.nl
We explore the problem of step-wise explaining how to solve constraint satisfaction
problems, with a use case on logic grid puzzles. More specifically, we study the problem of …

Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems with IDP3

M Bruynooghe, H Blockeel, B Bogaerts… - Theory and Practice of …, 2015 - cambridge.org
This paper provides a gentle introduction to problem-solving with the IDP3 system. The core
of IDP3 is a finite model generator that supports first-order logic enriched with types …

Fixpoint semantics for recursive SHACL

B Bogaerts, M Jakubowski - arxiv preprint arxiv:2109.08285, 2021 - arxiv.org
SHACL is a W3C-proposed language for expressing structural constraints on RDF graphs.
The recommendation only specifies semantics for non-recursive SHACL; recently, some …

Lazy model expansion: Interleaving grounding with search

B De Cat, M Denecker, M Bruynooghe… - Journal of Artificial …, 2015 - jair.org
Finding satisfying assignments for the variables involved in a set of constraints can be cast
as a (bounded) model generation problem: search for (bounded) models of a theory in some …

Simplifying step-wise explanation sequences

I Bleukx, J Devriendt, E Gamba… - … on Principles and …, 2023 - drops.dagstuhl.de
Explaining constraint programs is useful for debugging an unsatisfiable program, to
understand why a given solution is optimal, or to understand how to find a unique solution. A …