Constrainify: Web Application to Specify and Analyze Data Quality

Constrainify is an open-source web application that enables domain experts (i.e. professionals working in specific application domains, such as the Digital Humanities) to specify and analyze data quality without requiring advanced technical skills.

Authors

Arno Kesper (ORCID: https://orcid.org/0000-0002-5042-1087)
Péter Király (ORCID: https://orcid.org/0000-0002-8749-4597)
Markus Matoni (ORCID: https://orcid.org/0000-0003-4389-5871)
Jakob Voß
Lukas Hoffmann
Domenic Schäfer
Gabriele Taentzer

Institutions

Philipps University of Marburg (DE)
Gesellschaft für wissenschaftliche Datenverarbeitung mbH Göttingen (DE)
Verbundzentrale des GBV (DE)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-03-04
DOI: https://doi.org/10.5281/zenodo.18430881
Primary Topic: Data Quality and Management
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Constrainify: Web Application to Specify and Analyze Data Quality

Arno Kesper, Péter Király, Markus Matoni, Jakob Voß et al.

Mar 4, 2026

Zenodo (CERN European Organization for Nuclear Research)

Data Quality and Management

article

Constrainify: Web Application to Specify and Analyze Data Quality

Arno Kesper, Péter Király, Markus Matoni, Jakob Voß, Lukas Hoffmann, Domenic Schäfer, Gabriele Taentzer

March 4, 2026article en

Abstract

Constrainify is an open-source web application that enables domain experts (i.e. professionals working in specific application domains, such as the Digital Humanities) to specify and analyze data quality without requiring advanced technical skills.

Zenodo (CERN European Organization for Nuclear Research)

Philipps University of Marburg (DE), Gesellschaft für wissenschaftliche Datenverarbeitung mbH Göttingen (DE), Verbundzentrale des GBV (DE)

Quality Education

Openalex Percentile: Top 75%

Data Quality and Management

DOI Open Access PDF OpenAlex

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.

Constrainify: Web Application to Specify and Analyze Data Quality — Arno Kesper, Péter Király, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS