MLchartDataset catalogue

Algorithmic bias

Term · Oil and gas · MLC-T-OAG-000089

Systematic and repeatable errors in a computer system that create unfair outcomes, such as favoring one group over others. This bias can arise from unrepresentative training data, flawed algorithm design, or the assumptions made during development. Detecting and mitigating algorithmic bias is an active area of research and development in AI.

Table 1. Record
IdentifierMLC-T-OAG-000089
FieldOil and gas
SubjectDigital
Record as JSON 
{
  "id": "MLC-T-OAG-000089",
  "term": "Algorithmic bias",
  "field": "Oil and gas",
  "definition": "Systematic and repeatable errors in a computer system that create unfair outcomes, such as favoring one group over others. This bias can arise from unrepresentative training data, flawed algorithm design, or the assumptions made during development. Detecting and mitigating algorithmic bias is an active area of research and development in AI.",
  "subject": "Digital",
  "url": "https://mlchart.com/terminology/oil-and-gas/algorithmic-bias/"
}

Record 102 of 4,468 in Oil and gas terminology (MLC-0103). Request the full dataset.