Taking Metadata Uplift from Research to Prototype

The presentation will demonstrate a prototype of a pipeline which is able to take a PDF questionnaire, generate DDI-Lifecycle and utilise that for classification to a vocabulary which can then be leveraged to narrow down and identify variables that are deemed sensitive for further analysis and processing to support curation to a suitable access environment.This pipeline is built on an AWS architecture - successive AWS Lambda functions are orchestrated using an AWS StepFunctions workflow.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-02
DOI
https://doi.org/10.5281/zenodo.18182233
Primary Topic
Software Engineering and Design Patterns
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Taking Metadata Uplift from Research to Prototype

Deirdre Lungley, Jacob Joy
Zenodo (CERN European Organization for Nuclear Research)
Software Engineering and Design Patterns
article

Taking Metadata Uplift from Research to Prototype

Deirdre Lungley, Jacob Joy
article en

Abstract

The presentation will demonstrate a prototype of a pipeline which is able to take a PDF questionnaire, generate DDI-Lifecycle and utilise that for classification to a vocabulary which can then be leveraged to narrow down and identify variables that are deemed sensitive for further analysis and processing to support curation to a suitable access environment.This pipeline is built on an AWS architecture - successive AWS Lambda functions are orchestrated using an AWS StepFunctions workflow.

Zenodo (CERN European Organization for Nuclear Research)
UK Data Service (GB)
Responsible consumption and production
Openalex Percentile: Top 19%
Software Engineering and Design Patterns
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.