Stratified negation in datalog with metric temporal operators

We extend DatalogMTL—Datalog with operators from metric temporal logic—by adding stratified negation as failure. The new language provides additional expressive power for representing and reasoning about temporal data and knowledge in a wide range of applications. We consider models over the rationa...

詳細記述

書誌詳細
主要な著者: Tena Cucala, D, Walega, P, Cuenca Grau, B, Kostylev, E
フォーマット: Conference item
言語:English
出版事項: AAAI Press 2021
その他の書誌記述
要約:We extend DatalogMTL—Datalog with operators from metric temporal logic—by adding stratified negation as failure. The new language provides additional expressive power for representing and reasoning about temporal data and knowledge in a wide range of applications. We consider models over the rational timeline, study their properties, and establish the computational complexity of reasoning. We show that, as in negation-free DatalogMTL, fact entailment in our language is PSPACE-complete in data and EXPSPACE-complete in combined complexity. Thus, the extension with stratified negation does not lead to higher complexity.