Data provenance

B Glavic - Foundations and Trends® in Databases, 2021 - nowpublishers.com
Data provenance has evolved from a niche topic to a mainstream area of research in
databases and other research communities. This article gives a comprehensive introduction …

Semiring provenance for fixed-point logic

K Dannert, E Grädel, N Naaf, V Tannen - Conference on Computer …, 2021 - par.nsf.gov
Semiring provenance is a successful approach, originating in database theory, to providing
detailed information on how atomic facts combine to yield the result of a query. In particular …

Provenance for the description logic ELHr

C Bourgaux, A Ozaki, R Penaloza, L Predoiu - arXiv preprint arXiv …, 2020 - arxiv.org
We address the problem of handling provenance information in ELHr ontologies. We
consider a setting recently introduced for ontology-based data access, based on semirings …

Provenance in databases: Principles and applications

P Senellart - … Artificial Intelligence: 15th International Summer School …, 2019 - Springer
Data provenance is extra information computed during query evaluation over databases,
which provides additional context about query results. Several formal frameworks for data …

Provenance-based algorithms for rich queries over graph databases

Y Ramusat, S Maniu, P Senellart - EDBT 2021-24th International …, 2021 - inria.hal.science
In this paper, we investigate the efficient computation of the provenance of rich queries over
graph databases. We show that semiring-based provenance annotations enrich the …

A practical dynamic programming approach to datalog provenance computation

Y Ramusat, S Maniu, P Senellart - arXiv preprint arXiv:2112.01132, 2021 - arxiv.org
We establish a translation between a formalism for dynamic programming over hypergraphs
and the computation of semiring-based provenance for Datalog programs. The benefit of this …

Social data provenance framework based on zero-information loss graph database

A Rani, N Goyal, SK Gadia - Social Network Analysis and Mining, 2022 - Springer
Social media has become a common platform for global communication across the world
due to its rapid dissemination of information among a large audience. Its popularity has …

Provenance framework for twitter data using zero-information loss graph database

A Rani, N Goyal, S K. Gadia - Proceedings of the 3rd ACM India Joint …, 2021 - dl.acm.org
Social media is an ever-evolving web based platform for sharing thoughts, opinions, ideas
and other contents. Among all social media networks, Twitter has become one of the most …

Semiring Provenance for Lightweight Description Logics

C Bourgaux, A Ozaki, R Peñaloza - arXiv preprint arXiv:2310.16472, 2023 - arxiv.org
We investigate semiring provenance--a successful framework originally defined in the
relational database setting--for description logics. In this context, the ontology axioms are …

Explaining Enterprise Knowledge Graphs with Large Language Models and Ontological Reasoning

T Baldazzi, L Bellomarini, S Ceri… - The Provenance of …, 2024 - drops.dagstuhl.de
In recent times, the demand for transparency and accountability in AI-driven decisions has
intensified, particularly in high-stakes domains like finance and bio-medicine. This focus on …