Metric Temporal Logic for Ontology-Based Data Access over Log Data

Proc. of the 2nd Int. Workshop on Ontologies and Logic Programming for Query Answering (ONTOLP). 2016.

We present a new metric temporal logic HornMTL over dense time and its datalog extension datalogMTL. The use of datalogMTL is demonstrated in the context of ontology-based data access over meteorological data. We show decidability of answering ontology-mediated queries for a practically relevant non-recursive fragment of datalogMTL. Finally, we discuss directions of the future work, including the potential use-cases in analyzing log data of engines and devices.

@inproceedings{ONTOLP-2016,
   title = "Metric Temporal Logic for Ontology-Based Data Access over Log
Data",
   year = "2016",
   author = "Diego Calvanese and Güzel Kalayci, Elem and Vladislav
Ryzhikov and Guohui Xiao and Michael Zakharyaschev",
   booktitle = "Proc. of the 2nd Int. Workshop on Ontologies and Logic
Programming for Query Answering (ONTOLP)",
   pages = "7--11",
}