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COMPAS (software): Support and criticism, Accuracy & Background

Correctional Offender Management Profiling for Alternative Sanctions (COMPAS) is a case management and decision support software developed and owned by Northpointe (now Equivant), used by U.S. courts to assess the likelihood of a defendant becoming a recidivist.

Language: English [EN]
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COMPAS (software) topic overview

The analysis highlights Support and criticism, Accuracy and Background as prominent areas in the source structure around COMPAS (software).

Related topics
16
Source areas
4
Connected nodes
20
Extracted relationships
8
Concept neighborhoods
7
Bridge connections
20

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 6 topics
Support and criticism · 5 topics
Accuracy · 4 topics
Background · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Background

Support and criticism

Accuracy

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How COMPAS (software) connects Entity context

See recurring relationship patterns around COMPAS (software) before inspecting the individual extracted relationships.

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

compas risk algorithms assessment recidivism northpointe algorithm software wisconsin used tools found data criminal sentencing general study likely race propublica

COMPAS (software) relationships Subject–Predicate–Object triples

TTTA extracted 8 structured relationships around COMPAS (software). Examples in this analysis include COMPAS are used because of the desire for objective → instance of → Support and criticismRisk assessment tools and COMPAS is that since the algorithms it uses are trade secrets → instance of → but are difficult to implement.A general critique of the use of proprietary software. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
COMPAS are used because of the desire for objectiveinstance ofSupport and criticismRisk assessment tools0.80text
evidence-based sentencing procedures as well as increased efficiency in the court systeminstance ofSupport and criticismRisk assessment tools0.80text
COMPAS is that since the algorithms it uses are trade secretsinstance ofbut are difficult to implement.A general critique of the use of proprietary software0.80text
they cannot be examined by the publicinstance ofbut are difficult to implement.A general critique of the use of proprietary software0.80text
affected partiesinstance ofbut are difficult to implement.A general critique of the use of proprietary software0.80text
which has been described as a violation of due processinstance ofbut are difficult to implement.A general critique of the use of proprietary software0.80text
education level or employment status are correlated with raceinstance ofbecause factors0.80text
algorithms using these factors produce different results for different racial groups.One of the proposed benefits of risk assessment tools is an expected reduction in incarceration ratesinstance ofbecause factors0.80text

Related concept clusters Concept neighborhoods

The concept neighborhoods around COMPAS (software) bring nearby vocabulary together. In this analysis, examples include Risk, General and Software. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • COMPAS (software)
    • Risk
    • General
    • Software
    • Wisconsin
    • Northpointe
    • Recidivism
    • Assessment
    • Legal
    • Criminal
    • Sentencing
    • Study
    • Used
  • compas (software)
    • Risk
    • Since
    • General
    • Software
    • Wisconsin
    • Northpointe
    • Recidivism
    • Assessment
    • Legal
    • Criminal
    • Equivant
    • Sentencing
  • loomis v. wisconsin
    • Legal
    • Sentencing
    • Compas
    • Bias
    • Criminal
    • Used
    • Northpointe
    • Risk
  • propublica
    • Dressel
    • Farid
    • Race
    • Study
    • Found
    • Tools
    • Recidivism
    • Risk
  • decision support
    • Also
    • Justice
    • Legal
    • Used
    • Assessment
    • Risk
  • support and criticism
    • Also
    • Justice
    • Legal
    • Used
    • Assessment
    • Risk
  • base rate
    • Recidivism
    • Groups
    • Racial
    • Use
    • Study

Connections between topic areas Semantic bridges

For COMPAS (software), one of the stronger structural bridges in this analysis connects COMPAS (software) with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
COMPAS (software) — Overview · splits 14 ⟂ 7
COMPAS (software) — Support and criticism · splits 15 ⟂ 6
COMPAS (software) — Accuracy · splits 16 ⟂ 5

Map overview Semantic statistics

COMPAS (software)

Nodes21
Edges20
Triples8
Avg. degree1.9
Density0.095238
Components1

Source & methodology

TTTA analyzes the structure around COMPAS (software) to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Support and criticism, Accuracy & Background, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — COMPAS (software) · EN edition · Analysis: TopicsToTalkAbout

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