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ProbLog

ProbLog is a probabilistic logic programming language that extends Prolog with probabilities. It minimally extends Prolog by adding the notion of a probabilistic fact, which combines the idea of logical atoms and random variables. Similarly to Prolog, ProbLog can query an atom. While Prolog returns the truth value of the queried atom, ProbLog returns the…

Products, Semantics & ProbLog variants

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Explore the main themes, entities and connections around ProbLog. Start with the topic map, then use the sections below for research and deeper semantic analysis.

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Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

License
Apache License, Version 2.0
Operating system
Linux, Mac OS X, Microsoft Windows
Original author
DTAI research lab (KU Leuven)
Release
November 11, 2007 (2007-11-11)
Stable release
2.2
Type
Probabilistic logic

Topics to explore

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Overview

Semantics

Implementations

ProbLog variants

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.

Map overview Semantic statistics

ProbLog

Nodes19
Edges18
Triples30
Avg. degree1.89
Density0.105263
Components1

How this topic connects Entity context

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ProbLog

Top relations

related to Implementations · 10
ProbLog → Apache License, GitHub, Python, SWI-Prolog, The, The ProbLog, Version, XSB, YAP, YAP Prolog
related to ProbLog variants · 5
ProbLog → DC-ProbLog, DeepProbLog, DTProblog, ProbFOIL, The
related to Example · 3
ProbLog → The, When, When ProbLog
related to Semantics · 3
ProbLog → For, The, Using
License · 1
ProbLog → Apache License, Version 2.0
Operating system · 1
ProbLog → Linux, Mac OS X, Microsoft Windows
Original author · 1
ProbLog → DTAI research lab (KU Leuven)
Release · 1
ProbLog → November 11, 2007 (2007-11-11)
Stable release · 1
ProbLog → 2.2
Type · 1
ProbLog → Probabilistic logic

Important terminology Word statistics

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

Important terminology

probabilistic probability prolog atom displaystyle extends logic language probabilities query defined programming true semantics set programs facts distribution models fact

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
ProbLogLicenseApache License, Version 2.01.00infobox
ProbLogOperating systemLinux, Mac OS X, Microsoft Windows1.00infobox
ProbLogOriginal authorDTAI research lab (KU Leuven)1.00infobox
ProbLogReleaseNovember 11, 2007 (2007-11-11)1.00infobox
ProbLogStable release2.21.00infobox
ProbLogTypeProbabilistic logic1.00infobox
ProbLogWebsitedtai.cs.kuleuven.be/problog/1.00infobox
ProbLogWritten inPython1.00infobox
ProbLogis aprobabilistic logic programming language that extends Prolog with probabilities0.90text
ProbLogrelated to ExampleThe0.60section
ProbLogrelated to ExampleWhen ProbLog0.60section
ProbLogrelated to ExampleWhen0.60section

Related concept clusters Concept neighborhoods

These clusters group vocabulary that occurs around closely connected concepts in the source material.

    Connections between topic areas Semantic bridges

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    Min side: 3
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