Edwin Pin Baque

dblp:278/2648 · also Edwin Pin · DBLP profile ↗
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5ranked-venue papers
0as first author
4since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 4 · 3 since 2021Theory of computation · 2 · 1 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 since 2021
YearPublicationVenuePosition
2024 On the Complexity of Finding Set Repairs for Data-Graphs (Abstract Reprint)
Sergio Abriola, Maria Vanina Martinez, Nina Pardal, Santiago Cifuentes, Edwin Pin Baque
IJCAI5
2023 PDL on Steroids: on Expressive Extensions of PDL with Intersection and Converse
abstract
We introduce CPDL+, a family of expressive logics rooted in Propositional Dynamic Logic (PDL). In terms of expressive power, CPDL+strictly contains PDL extended with intersection and converse (a.k.a. ICPDL) as well as Conjunctive Queries (CQ), Conjunctive Regular Path Queries (CRPQ), or some known extensions thereof (Regular Queries and CQPDL). We investigate the expressive power, indistinguishability via bisimulations, satisfiability, and model checking for CPDL+.We argue that natural subclasses of CPDL+can be defined in terms of the tree-width of the underlying graphs of the formulas. We show that the class of CPDL+formulas of tree-width 2 is equivalent to ICPDL, and that it also coincides with CPDL+formulas of tree-width 1. However, beyond tree-width 2, incrementing the tree-width strictly increases the expressive power. We characterize the expressive power for every class of fixed tree-width formulas in terms of a bisimulation game with pebbles. Based on this characterization, we show that CPDL+has a tree-like model property. We prove that the satisfiability problem is decidable in 2EXPTIME on fixed tree-width formulas, coinciding with the complexity of ICPDL. We also exhibit classes for which satisfiability is reduced to EXPTIME. Finally, we establish that the model checking problem for fixed tree-width formulas is in PTIME, contrary to the full class CPDL+.
Diego Figueira, Santiago Figueira, Edwin Pin Baque
LICS3
2023 An epistemic approach to model uncertainty in data-graphs
Sergio Abriola, Santiago Cifuentes, Maria Vanina Martinez, Nina Pardal, Edwin Pin Baque
Int. J. Approx. Reason.5
2023 On the Complexity of Finding Set Repairs for Data-Graphs
abstract
In the deeply interconnected world we live in, pieces of information link domains all around us. As graph databases embrace effectively relationships among data and allow processing and querying these connections efficiently, they are rapidly becoming a popular platform for storage that supports a wide range of domains and applications. As in the relational case, it is expected that data preserves a set of integrity constraints that define the semantic structure of the world it represents. When a database does not satisfy its integrity constraints, a possible approach is to search for a ‘similar’ database that does satisfy the constraints, also known as a repair. In this work, we study the problem of computing subset and superset repairs for graph databases with data values using a notion of consistency based on having a set of Reg-GXPath expressions as integrity constraints. We show that for positive fragments of Reg-GXPath these problems admit a polynomial-time algorithm, while the full expressive power of the language renders them intractable.
Sergio Abriola, Maria Vanina Martinez, Nina Pardal, Santiago Cifuentes, Edwin Pin Baque
J. Artif. Intell. Res.5
2020 Finite Controllability for Ontology-Mediated Query Answering of CRPQ
abstract
Finite ontology mediated query answering (FOMQA) is the variant of ontology mediated query answering (OMQA) where the represented world is assumed to be finite, and thus only finite models of the ontology are considered. We study the property of finite-controllability, that is, whether FOMQA and OMQA are equivalent, for fragments of C2RPQ. C2RPQ is the language of conjunctive two-way regular path queries, which can be regarded as the result of adding simple recursion to Conjunctive Queries. For graph classes S, we consider fragments C2RPQ(S) of C2RPQ as the queries whose underlying graph structure is in S. We completely classify the finitely controllable and non-finitely controllable fragments under: inclusion dependencies, (frontier-)guarded rules, frontier-one rules (either with or without constants), and more generally under guarded-negation first-order constraints. For the finitely controllable fragments, we show a reduction to the satisfiability problem for guarded-negation first-order logic, yielding a 2EXPTIME algorithm (in combined complexity) for the corresponding (F)OMQA problem.
Diego Figueira, Santiago Figueira, Edwin Pin Baque
KR3