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Goal-Driven Reasoning in DatalogMTL with Magic Sets
DatalogMTL is a powerful rule-based language for temporal reasoning. Due to its high
expressive power and flexible modeling capabilities, it is suitable for a wide range of …
expressive power and flexible modeling capabilities, it is suitable for a wide range of …
[PDF][PDF] Temporal datalog with existential quantification
Existential rules, also known as tuple-generating dependencies (TGDs) or Datalog±rules,
are heavily studied in the communities of Knowledge Representation and Reasoning …
are heavily studied in the communities of Knowledge Representation and Reasoning …
Practical reasoning and rule mining with DatalogMTL
D Wang - 2024 - ora.ox.ac.uk
DatalogMTL is a powerful temporal knowledge representation language, which has recently
gained prominence in contexts involving temporal data. Its applications extend to areas like …
gained prominence in contexts involving temporal data. Its applications extend to areas like …
Computing all facts entailed by an LTL specification
We study the problem of efficiently computing all (usually infinitely many) facts which are
entailed by a specification written in linear temporal logic (LTL)-a standard formalism for …
entailed by a specification written in linear temporal logic (LTL)-a standard formalism for …
[PDF][PDF] Explaining Critical Situations Over Sensor Data Streams Using Proofs and Natural Language
This paper describes ongoing interdisciplinary work on integrating logical reasoning and
natural language generation, in order to support a drone operator in the task of supervising …
natural language generation, in order to support a drone operator in the task of supervising …