Towards Ideal Semantics for Analyzing Stream Reasoning

05/20/2015
by   Harald Beck, et al.
0

The rise of smart applications has drawn interest to logical reasoning over data streams. Recently, different query languages and stream processing/reasoning engines were proposed in different communities. However, due to a lack of theoretical foundations, the expressivity and semantics of these diverse approaches are given only informally. Towards clear specifications and means for analytic study, a formal framework is needed to define their semantics in precise terms. To this end, we present a first step towards an ideal semantics that allows for exact descriptions and comparisons of stream reasoning systems.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/26/2022

A Formal Comparison between Datalog-based Languages for Stream Reasoning (extended version)

The paper investigates the relative expressiveness of two logic-based la...
research
11/10/2017

Stream Reasoning in Temporal Datalog

In recent years, there has been an increasing interest in extending trad...
research
05/17/2020

Fixed Point Semantics for Stream Reasoning

Reasoning over streams of input data is an essential part of human intel...
research
07/29/2019

A Distributed Approach to LARS Stream Reasoning (System paper)

Stream reasoning systems are designed for complex decision-making from p...
research
01/27/2022

SemRob: Towards Semantic Stream Reasoning for Robotic Operating Systems

Stream processing and reasoning is getting considerable attention in var...
research
08/03/2023

Density-Based Semantics for Reactive Probabilistic Programming

Synchronous languages are now a standard industry tool for critical embe...
research
01/24/2023

Inductive Reasoning for Coinductive Types

We present AlgCo (Algebraic Coinductives), a practical framework for ind...

Please sign up or login with your details

Forgot password? Click here to reset