Articles

The Data Labelling Crisis: Why Ground Truth Is Becoming AI's Scarcest Resource

Amira Khalil*, Thomas van der Berg
Open Access PDF

1-4

DOI: https://doi.org/10.63646/datamind.2025.030401

A Data-Centric Architecture for Insider Threat Indicators: From Binary Risk Instances to Governed Security Knowledge Bases

Hanwen Zhao, Mei Lin*, Qiang Xu
Open Access PDF

5-27

DOI: https://doi.org/10.63646/datamind.2025.030402

Trajectory Feature Stores for Privacy-Preserving Mobility Intelligence: Schema Design, Quality Control, and Federated Benchmarking

Omar Alshammari, Sara Al-Qahtani*, Faisal Almutairi
Open Access PDF

28-49

DOI: https://doi.org/10.63646/datamind.2025.030403

A Geospatial Retail Intelligence Database for Urban Commercial Planning: Integrating POIs, Street Views, Mobility Heat Maps, and Road Networks

Haochen Lin, Meiyu Zhang*, Yifan Chen
Open Access PDF

50-70

DOI: https://doi.org/10.63646/datamind.2025.030404

Supply-Chain Disruption Forecasting from News and Logistics Databases

Daniel Hartley, Mei-Ling Tran, Samuel Oduya*
Open Access PDF

71-85

DOI: https://doi.org/10.63646/datamind.2025.030405

RumorCrisisDB: A Social-Media Crisis Rumor Database for Misinformation Diffusion Analytics

Michael Anderson, Sarah Mitchell*, David Thompson
Open Access PDF

5-28

DOI: https://doi.org/10.63646/

Ground Truth, Monitoring, and Database-Oriented AI: A Review of Labelling, Hallucination, Feature Stores, Code Retrieval, Cybersecurity, and Analytical Databases

Paula Martin, Javier Ortega*, Sofia Campos
Open Access PDF

86-102

DOI: https://doi.org/10.63646/datamind.2025.030406