Provenance graph kernel

DK Marzagão, TD Huynh, A Helal, S Baccas… - arXiv preprint arXiv …, 2020 - arxiv.org
Provenance is a record that describes how entities, activities, and agents have influenced a
piece of data; it is commonly represented as graphs with relevant labels on both their nodes …

The aspect-oriented architecture of the CAPS framework for capturing, analyzing and archiving provenance data

PC Brauer, F Fittkau, W Hasselbring - … 2014, Cologne, Germany, June 9-13 …, 2015 - Springer
With aspect-oriented programming techniques, modularity may be achieved via separating
cross-cutting concerns. Data provenance can be considered as a cross-cutting concern …

An online validator for provenance: Algorithmic design, testing, and API

L Moreau, TD Huynh, D Michaelides - … , FASE 2014, Held as Part of the …, 2014 - Springer
Provenance is a record that describes the people, institutions, entities, and activities
involved in producing, influencing, or delivering a piece of data or a thing. The W3C …

Common Metadata Framework: Integrated Framework for Trustworthy AI Pipelines

AJ Koomthanam, S Serebryakov… - IEEE Internet …, 2024 - ieeexplore.ieee.org
In this article, we present the capabilities of the Common Metadata Framework (CMF) to
enable trustworthy artificial intelligence (AI). CMF is a decentralized framework for tracking …

P-PIF: a ProvONE provenance interoperability framework for analyzing heterogeneous workflow specifications and provenance traces

A Prabhune, A Zweig, R Stotzka, J Hesser… - Distributed and Parallel …, 2018 - Springer
Enabling provenance interoperability by analyzing heterogeneous provenance information
from different scientific workflow management systems is a novel research topic. With the …

Actionable persistent identifier collections

T Weigel, S Kindermann, M Lautenschlager - Data Science Journal, 2014 - jstage.jst.go.jp
ABSTRACT Persistent Identifiers (PIDs) have lately received a lot of attention from scientific
infrastructure projects and communities that aim to employ them for management of massive …

Intermediate notation for provenance and workflow reproducibility

DT Michaelides, R Parker, C Charlton… - … VA, USA, June 7-8, 2016 …, 2016 - Springer
We present a technique to capture retrospective provenance across a number of tools in a
statistical software suite. Our goal is to facilitate portability of processes between the tools to …

Data trajectories: tracking reuse of published data for transitive credit attribution

P Missier - International journal of digital curation, 2016 - ijdc.net
The ability to measure the use and impact of published data sets is key to the success of the
open data/open science paradigm. A direct measure of impact would require tracking data …

Granularity of geospatial data provenance

P Yue, M Zhang, X Guo, Z Tan - 2014 IEEE Geoscience and …, 2014 - ieeexplore.ieee.org
Provenance, the lineage of data products, has been identified as a basic research issue in
distributed data and information infrastructures. Provenance could be captured at different …

Multiuser concepts and workflow replicability in sUAS Applications

JA Tullis, K Corcoran, R Ham, B Kar… - Applications of small …, 2019 - taylorfrancis.com
Geospatial sUAS challenges the operational capacity of traditional cyber and personnel
investments by introducing rapid innovation, adoption of which is dependent upon new skill …