May 3, 2024 · Our goal is indeed grounding the pillars of Stream Reasoning research to the extent of guiding the future of this research community. The result ...

May 3, 2024 · This summary is written not only to provide a crystallisation of the field, but also to point out distinctive traits of the stream reasoning ...

May 3, 2024 · In the last decade, there has been a growing interest in applying AI technologies to implement complex data analytics over data streams.

These results can be categorised into four main research areas: The first is concerned with the technological challenges related to handling large data streams.

Volume: 2 ; Number: 1 ; Year: 2024 ; Pages: 2:1--2:47 ; Publisher: Schloss Dagstuhl -- Leibniz-Zentrum für Informatik.

This paper aims at filling the gap, so the different communities can compare, discuss, and benchmark the various approaches for stream reasoning based on a ...

These results can be categorised into four main research areas: The first is concerned with the technological challenges related to handling large data streams.

Our approach applies ontology-based introspection to model and query streaming configurations. It makes use of an ontology consisting of concepts and.

We study stream reasoning in DatalogMTL —an extension of Datalog with metric temporal operators. We propose a sound and complete stream reasoning algorithm ...

Grounding ensures that the LM can utilize relevant low-level visual cues from in the input video to make predictions. Grounding predictions to low-level visual ...