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Logic programming and nonmonotonic reasoning : 16th international conference, LPNMR 2022, Genova, Italy, September 5-9, 2022, proceedings / / Georg Gottlob, Daniela Inclezan, Marco Maratea (editors)
| Logic programming and nonmonotonic reasoning : 16th international conference, LPNMR 2022, Genova, Italy, September 5-9, 2022, proceedings / / Georg Gottlob, Daniela Inclezan, Marco Maratea (editors) |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (536 pages) |
| Disciplina | 005.115 |
| Collana | Lecture notes in computer science. Lecture notes in artificial intelligence |
| Soggetto topico |
Logic programming
Nonmonotonic reasoning |
| ISBN | 3-031-15707-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Abstracts of Invited Talks -- DLV Evolution from Datalog to Ontology and Stream Reasoning -- Reward Machines: Formal Languages and Automata for Reinforcement Learning -- Logic-Based Machine Learning: Recent Advances and Their Role in Neuro-Symbolic AI -- Abstract Argumentation with Focus on Argument Claims - An Overview -- Contents -- Technical Contributions -- Syntactic ASP Forgetting with Forks -- 1 Introduction -- 2 Background -- 3 The Cut Operator -- 4 Forgetting into Forks: The Unfolding Operator -- 5 Conclusions -- References -- Modal Logic S5 in Answer Set Programming with Lazy Creation of Worlds -- 1 Introduction -- 2 Background -- 3 S5 Satisfiability Checking Encodings -- 4 Implementation in Answer Set Programming -- 5 Evaluation -- 6 Related Work -- 7 Conclusion -- References -- Enumeration of Minimal Models and MUSes in WASP -- 1 Introduction -- 2 Preliminaries -- 3 Enumeration of Minimal Stable Models -- 4 Enumeration of MUSes -- 5 Experiments -- 6 Related Work -- 7 Conclusions -- References -- Statistical Statements in Probabilistic Logic Programming -- 1 Introduction -- 2 Background -- 2.1 Answer Set Programming -- 2.2 Probabilistic Logic Programming -- 2.3 Credal Semantics -- 2.4 Probabilistic Conditionals -- 3 Probabilistic Answer Set Programming for Statistical Probabilities (PASTA) -- 4 Inference in PASTA -- 5 Experiments -- 6 Related Work -- 7 Conclusions -- References -- A Comparative Study of Three Neural-Symbolic Approaches to Inductive Logic Programming -- 1 Introduction -- 2 Studied Neural-Symbolic Algorithms for ILP -- 3 A Comparison Based on Four Characteristics -- 3.1 Representation of Data -- 3.2 Language Bias -- 3.3 Recursion -- 3.4 Predicate Invention -- 4 Open Challenges and Conclusion -- References -- A Definition of Sceptical Semantics in the Constellations Approach.
1 Introduction -- 2 The Constellations Approach -- 3 Related Work -- 4 The Grounded Semantics of a PrAF -- 5 Further Sceptical Semantics -- 6 Conclusions and Future Work -- References -- SHACL: A Description Logic in Disguise -- 1 Introduction -- 2 The Wedge -- 3 SHACL, OWL, and Description Logics -- 4 SHACL: The Logical Perspective -- 5 From Graphs to Interpretations -- 6 Related Work and Conclusion -- References -- Tunas - Fishing for Diverse Answer Sets: A Multi-shot Trade up Strategy -- 1 Introduction -- 2 Preliminaries -- 2.1 Multi-shot Answer Set Programming -- 2.2 Diverse Solutions -- 3 Iterative Reworking Strategies -- 3.1 Problem Definition and Complexity -- 3.2 Reworking Methods -- 4 Experimental Evaluation -- 5 Conclusion and Future Work -- References -- Emotional Reasoning in an Action Language for Emotion-Aware Planning -- 1 Introduction -- 2 Related Work -- 3 Theoretical Background -- 3.1 Emotion Theories: AE and HER -- 3.2 Action Reasoning and Transition Systems -- 4 Emotional Reasoning -- 4.1 Emotion Decision-Graph (EDG) -- 4.2 Action Language Specifications -- 4.3 Proving Safe Emotional Change -- 4.4 Example Scenario: Backward Reasoning -- 4.5 Example Scenario: Forward Reasoning -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Metric Temporal Answer Set Programming over Timed Traces -- 1 Introduction -- 2 Metric Temporal Logic -- 3 Translation into Monadic Quantified Here-and-There with Difference Constraints -- 4 Discussion -- References -- Epistemic Logic Programs: A Study of Some Properties -- 1 Introduction -- 2 Answer Set Programming and Answer Set Semantics -- 3 Epistemic Logic Programs and Their Properties -- 4 Our Observations and Proposal -- 5 Discussion and Conclusions -- A Epistemic Logic Programs: Useful Properties -- References. Deep Learning for the Generation of Heuristics in Answer Set Programming: A Case Study of Graph Coloring -- 1 Introduction -- 2 Background -- 2.1 Graph Coloring Problem -- 2.2 Stable Model Search -- 2.3 Deep Neural Networks -- 3 Generation of Domain-Specific Heuristics in ASP -- 3.1 Representation of ASP Instances -- 3.2 Generation of the Training Set -- 3.3 Generation of the Deep Learning Model -- 3.4 Integration of the Deep Learning Model in wasp -- 4 Experiment -- 5 Related Work -- 6 Conclusion -- References -- A Qualitative Temporal Extension of Here-and-There Logic -- 1 Introduction -- 2 Preliminaries -- 3 Qualitative Temporal Here-and-There Logic -- 4 Temporal Tableau Calculus -- 5 Prototypical Implementation -- 6 Related Work and Conclusion -- References -- Representing Abstract Dialectical Frameworks with Binary Decision Diagrams -- 1 Introduction -- 2 Background -- 3 Representing ADFs as BDDs -- 4 Search Space Exploitation: Profiting from BDDs -- 5 Preliminary Experiments -- 6 Conclusions -- References -- Arguing Correctness of ASP Programs with Aggregates -- 1 Introduction -- 2 Review: Logic Programs via the Many-Sorted Approach -- 2.1 Syntax of Logic Programs with Aggregates -- 2.2 From Rules to Many-Sorted First-Order Formulas -- 2.3 Semantics via the SM Operator -- 3 Proving the Correctness of Logic Programs -- 3.1 The Graph Coloring Problem -- 3.2 The Traveling Salesman Problem -- 4 Conclusions and Future Work -- References -- Efficient Computation of Answer Sets via SAT Modulo Acyclicity and Vertex Elimination -- 1 Introduction -- 2 Preliminaries -- 3 Translating ASP into SAT Modulo Graphs/Acyclicity -- 3.1 Normalization -- 3.2 Instrumentation with Acyclicity Constraint -- 3.3 Program Completion Modulo Acyclicity -- 4 Vertex Elimination -- 5 Translating SAT Modulo Acyclicity into Pure SAT -- 6 Translating ASP into Pure SAT. 7 Experimental Evaluation -- 8 Discussion and Conclusion -- References -- IASCAR: Incremental Answer Set Counting by Anytime Refinement -- 1 Introduction -- 2 Preliminaries -- 3 Counting Supported Models -- 3.1 Counting Supported Models Under Assumptions -- 3.2 Compressing Counting Graphs -- 4 Incremental Counting by Inclusion-Exclusion -- 5 Preliminary Empirical Evaluation -- 6 Conclusion and Future Work -- References -- Reasoning About Actions with EL Ontologies and Temporal Answer Sets for DLTL -- 1 Introduction -- 2 The Description Logic EL -- 3 Temporal Action Theories in DLTL and Temporal Answer Sets -- 4 Combining Temporal Action Theories with EL Ontologies -- 5 Ontology Axioms as State Constraints -- 6 Causal Laws for Repairing Inconsistencies: Sufficient Conditions -- 7 Conclusions and Related Work -- References -- Inference to the Stable Explanations -- 1 Introduction -- 2 The Logical Framework of Defeasible Logic -- 3 Computational Problem and Methodology -- 4 Complexity Results -- 5 Abduction and Theory Change -- 6 Related Work -- 7 Conclusions and Future Investigations -- References -- Semantics for Conditional Literals via the SM Operator -- 1 Introduction -- 2 Syntax of Conditional Programs -- 3 Semantics via the SM Operator -- 4 Semantics via Infinitary Propositional Logic -- 5 Connecting Two Semantics of Conditional Programs -- 6 Arguing Correctness of the K-Coloring Problem -- References -- State Transition in Multi-agent Epistemic Domains Using Answer Set Programming -- 1 Introduction -- 2 Preliminaries -- 3 State Transition Using ASP -- 4 Properties of the State Transition Function -- 5 Example Scenarios -- 6 Related Literature -- 7 Conclusion -- References -- Towards Provenance in Heterogeneous Knowledge Bases -- 1 Introduction -- 2 Provenance Semirings -- 3 Provenance Multi-context Systems -- 4 Grounded Equilibria. 5 Conclusions -- References -- Computing Smallest MUSes of Quantified Boolean Formulas -- 1 Introduction -- 2 Preliminaries -- 3 Smallest Strong Explanations -- 4 On Complexity of Computing Smallest MUSes of QBFs -- 5 Computing Smallest MUSes via Implicit Hitting Sets -- 6 Empirical Evaluation -- 7 Conclusions -- References -- Pinpointing Axioms in Ontologies via ASP -- 1 Introduction -- 2 Preliminaries -- 3 Reasoning Through Rules -- 4 Axiom Pinpointing Through ASP -- 5 Conclusions -- References -- Interlinking Logic Programs and Argumentation Frameworks -- 1 Introduction -- 2 Preliminaries -- 3 Linking LP and AF -- 3.1 From AF to LP -- 3.2 From LP to AF -- 3.3 Bidirectional Framework -- 4 Applications -- 4.1 Deductive Argumentation -- 4.2 Argument Aggregation -- 4.3 Multi-context System -- 4.4 Constrained Argumentation Frameworks -- 5 Complexity -- 6 Concluding Remarks -- References -- Gradient-Based Supported Model Computation in Vector Spaces -- 1 Introduction -- 2 Background -- 3 Representing Logic Programs with Matrices -- 3.1 Relationship Between Positive Forms and Supported Models -- 3.2 Matrix Encoding of Logic Programs -- 4 Gradient Descent for Computing Supported Models -- 4.1 Computing the TP Operator in Vector Spaces -- 4.2 Loss Function for Computing Supported Models -- 5 Experiments -- 5.1 N-negative Loops -- 5.2 Choose 1 Out of N -- 5.3 Random Programs -- 6 Conclusion -- References -- Towards Causality-Based Conflict Resolution in Answer Set Programs -- 1 Introduction -- 2 Preliminaries -- 3 Causality-Based Conflict Resolution -- 3.1 Conflicts and Inconsistency -- 3.2 Conflict Resolution -- 4 Strategies for Conflict Resolution -- 4.1 General Satisfaction Interdependencies -- 4.2 Blocking Rules Using Opposing Rules -- 4.3 Relevant Rule Modification -- 5 Related Work -- 6 Conclusion and Future Work -- References. xASP: An Explanation Generation System for Answer Set Programming. |
| Record Nr. | UNISA-996485665603316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Logic Programming and Nonmonotonic Reasoning : 16th International Conference, LPNMR 2022, Genova, Italy, September 5–9, 2022, Proceedings / / edited by Georg Gottlob, Daniela Inclezan, Marco Maratea
| Logic Programming and Nonmonotonic Reasoning : 16th International Conference, LPNMR 2022, Genova, Italy, September 5–9, 2022, Proceedings / / edited by Georg Gottlob, Daniela Inclezan, Marco Maratea |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (536 pages) |
| Disciplina | 005.115 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer programming Compilers (Computer programs) Computer science Information technology - Management Artificial Intelligence Programming Techniques Compilers and Interpreters Computer Science Logic and Foundations of Programming Computer Application in Administrative Data Processing |
| ISBN |
9783031157073
3031157079 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Technical Contributions -- Syntactic ASP Forgetting with Forks -- Modal Logic S5 in Answer Set Programming with Lazy Creation of Worlds -- Enumeration of minimal models and MUSes in WASP -- Statistical Statements in Probabilistic Logic Programming -- A Comparative Study of Three Neural-Symbolic Approaches to Inductive Logic Programming -- A Definition of Sceptical Semantics in the Constellations Approach -- SHACL: A Description Logic in Disguise -- Tunas - Fishing for diverse Answer Sets: a Multi-Shot Trade up Strategy -- Emotional Reasoning in an Action Language for Emotion-Aware Planning -- Metric Temporal Answer Set Programming over Timed Traces -- Epistemic Logic Programs: a study of some properties -- Deep learning for the generation of heuristics in answer set programming: a case study of graph coloring -- A Qualitative Temporal Extension of Here-and-There Logic -- Representing Abstract Dialectical Frameworks with Binary Decision Diagrams -- Arguing Correctness of ASP Programs with Aggregates -- Efficient Computation of Answer Sets via SAT Modulo Acyclicity and Vertex Elimination -- IASCAR: Incremental Answer Set Counting by Anytime Refinement -- Reasoning about actions with EL ontologies and temporal answer sets for DLTL -- Inference to the Stable Explanations -- Semantics for Conditional Literals via the SM Operator -- State Transition in Multi-agent Epistemic Domains using Answer Set Programming -- Towards Provenance in Heterogeneous Knowledge Bases -- Computing Smallest MUSes of Quantified Boolean Formulas -- Pinpointing Axioms in Ontologies via ASP -- Interlinking Logic Programs and Argumentation Frameworks -- Gradient-Based Supported Model Computation in Vector Spaces -- Towards Causality-Based Conflict Resolution in Answer Set Programs -- xASP: An Explanation Generation System for Answer Set Programming -- Systems -- Solving Problems in the Polynomial Hierarchy with ASP(Q) -- A Practical Account into Counting Dung’s Extensions by Dynamic Programming -- clingraph: ASP-based Visualization -- A Machine Learning System to Improve the Performance of ASP -- QMaxSATpb: A Certified MaxSAT Solver -- Applications -- Knowledge-Based Support for Adhesive Selection -- ASP for Flexible Payroll Management -- Analysis of Cyclic Fault Propagation via ASP -- Learning to Rank the Distinctiveness of Behaviour in Serial Offending -- Optimising Business Process Discovery using Answer Set Programming -- DeduDeep: an Extensible Framework for Combining Deep Learning and ASP-based Models. |
| Record Nr. | UNINA-9910590059503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Practical aspects of declarative languages : 25th International Symposium, PADL 2023, Boston, MA, USA, January 16-17, 2023 : proceedings / / edited by Michael Hanus, Daniela Inclezan
| Practical aspects of declarative languages : 25th International Symposium, PADL 2023, Boston, MA, USA, January 16-17, 2023 : proceedings / / edited by Michael Hanus, Daniela Inclezan |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (328 pages) |
| Disciplina | 733 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico | Declarative programming |
| ISBN | 3-031-24841-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Functional Programming -- RICE: An Optimizing Curry -- Program Synthesis Using Example Propagation -- Embedding Functional Logic Programming in Haskell via a Compiler Plugin -- Execution Time Program Verification With Tight Bounds -- Fluo: A Domain-Specific Language for Experiments in Fluorescence Microscopy (Application Paper) -- Logic Programming -- Flexible Job-shop Scheduling for Semiconductor Manufacturing with Hybrid Answer Set Programming (Application Paper) -- Integrating ASP-based incremental reasoning in the videogame development workflow (Application Paper) -- Dynamic slicing of Reaction Systems based on assertions and monitors -- Multiple Query Satisfiability of Constrained Horn Clauses -- Formalizing and Reasoning about Supply Chain Contracts between Agents -- From Starvation Freedom to All-Path Reachability Problems in Constrained Rewriting -- SwitchLog: A Logic Programming Language for Network Switches -- Linear Algebraic Abduction with Partial Evaluation -- Using Hybrid Knowledge Bases for Meta-reasoning over OWL 2 QL -- Solving Vehicle Equipment Specification Problems with Answer Set Programming -- UAV Compliance Checking using Answer Set Programming and Minimal Explanations towards Compliance (Application Paper) -- Jury-trial Story Construction and Analysis using Goal-directed Answer Set Programming -- Pruning Redundancy in Answer Set Optimization Applied to Preventive Maintenance Scheduling -- Automatic Rollback Suggestions for Incremental Datalog Evaluation. . |
| Record Nr. | UNISA-996508672003316 |
| Cham, Switzerland : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Practical Aspects of Declarative Languages : 25th International Symposium, PADL 2023, Boston, MA, USA, January 16–17, 2023, Proceedings / / edited by Michael Hanus, Daniela Inclezan
| Practical Aspects of Declarative Languages : 25th International Symposium, PADL 2023, Boston, MA, USA, January 16–17, 2023, Proceedings / / edited by Michael Hanus, Daniela Inclezan |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (328 pages) |
| Disciplina |
733
005.131 |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Programming languages (Electronic computers)
Compilers (Computer programs) Logic, Symbolic and mathematical Machine theory Logic programming Expert systems (Computer science) Programming Language Compilers and Interpreters Mathematical Logic and Foundations Formal Languages and Automata Theory Logic in AI Knowledge Based Systems |
| ISBN |
9783031248412
3031248414 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Functional Programming -- RICE: An Optimizing Curry -- Program Synthesis Using Example Propagation -- Embedding Functional Logic Programming in Haskell via a Compiler Plugin -- Execution Time Program Verification With Tight Bounds -- Fluo: A Domain-Specific Language for Experiments in Fluorescence Microscopy (Application Paper) -- Logic Programming -- Flexible Job-shop Scheduling for Semiconductor Manufacturing with Hybrid Answer Set Programming (Application Paper) -- Integrating ASP-based incremental reasoning in the videogame development workflow (Application Paper) -- Dynamic slicing of Reaction Systems based on assertions and monitors -- Multiple Query Satisfiability of Constrained Horn Clauses -- Formalizing and Reasoning about Supply Chain Contracts between Agents -- From Starvation Freedom to All-Path Reachability Problems in Constrained Rewriting -- SwitchLog: A Logic Programming Language for Network Switches -- Linear Algebraic Abduction with Partial Evaluation -- Using Hybrid Knowledge Bases for Meta-reasoning over OWL 2 QL -- Solving Vehicle Equipment Specification Problems with Answer Set Programming -- UAV Compliance Checking using Answer Set Programming and Minimal Explanations towards Compliance (Application Paper) -- Jury-trial Story Construction and Analysis using Goal-directed Answer Set Programming -- Pruning Redundancy in Answer Set Optimization Applied to Preventive Maintenance Scheduling -- Automatic Rollback Suggestions for Incremental Datalog Evaluation. . |
| Record Nr. | UNINA-9910640391503321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||