HeuCI Usability Violation Dataset: Benchmark for Automated Heuristic Evaluation in CI/CD Pipelines

This dataset contains 5,997 annotated code samples (3,200 synthetic violations, 1,847 real-world violations from 15 open-source projects, and 950 negative samples) for benchmarking automated usability heuristic evaluation tools. Annotations include violation type, severity, and heuristic category.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-24
DOI
https://doi.org/10.5281/zenodo.18749928
Primary Topic
Usability and User Interface Design
Type
article
Field-Weighted Citation Impact
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article

HeuCI Usability Violation Dataset: Benchmark for Automated Heuristic Evaluation in CI/CD Pipelines

Nedal Nwasra, Arafah Mohammad, Alraddadi Abdulaziz
Zenodo (CERN European Organization for Nuclear Research)
Usability and User Interface Design
article

HeuCI Usability Violation Dataset: Benchmark for Automated Heuristic Evaluation in CI/CD Pipelines

Nedal Nwasra, Arafah Mohammad, Alraddadi Abdulaziz
article en

Abstract

This dataset contains 5,997 annotated code samples (3,200 synthetic violations, 1,847 real-world violations from 15 open-source projects, and 950 negative samples) for benchmarking automated usability heuristic evaluation tools. Annotations include violation type, severity, and heuristic category.

Zenodo (CERN European Organization for Nuclear Research)
Yanbu University College (SA), Taibah University (SA), Petra University (JO)
Peace, Justice and strong institutions
Openalex Percentile: Top 49%
Usability and User Interface Design
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