# statistical relational learning

> subdiscipline of artificial intelligence

**Wikidata**: [Q7604413](https://www.wikidata.org/wiki/Q7604413)  
**Wikipedia**: [English](https://en.wikipedia.org/wiki/Statistical_relational_learning)  
**Source**: https://4ort.xyz/entity/statistical-relational-learning

## Summary
Statistical relational learning is a subdiscipline of artificial intelligence, specifically categorized as a subclass of both relational learning and machine learning. It is also known by the aliases Relational Machine Learning, RML, and relational learning. As a field of study, it is connected to the scientific study of algorithms and statistical models that enable computer systems to perform tasks without explicit instructions.

## Key Facts
- Statistical relational learning is a subdiscipline of artificial intelligence.
- It is a subclass of relational learning.
- It is a subclass of machine learning.
- Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions.
- It is also known as Relational Machine Learning, RML, and relational learning.
- Statistical relational learning is recognized as a field of study.
- It has a dedicated Quora topic: Statistical-Relational-Learning.
- It has Wikipedia pages available in Catalan, English, and Japanese.
- Researcher Théo Trouillon is related to this field.
- It has a Freebase ID of /m/04n5209.

## FAQs
### Q: What is statistical relational learning?
A: Statistical relational learning is a subdiscipline of artificial intelligence. It is classified as a subclass of both relational learning and machine learning, which involves the scientific study of algorithms and statistical models for computer systems to perform tasks without explicit instructions.

### Q: What are some alternative names for statistical relational learning?
A: Statistical relational learning is also known by several aliases, including Relational Machine Learning, RML, and relational learning.

### Q: Is statistical relational learning related to machine learning?
A: Yes, statistical relational learning is explicitly defined as a subclass of machine learning. Machine learning itself is the scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions.

## Why It Matters
Statistical relational learning holds a significant position as a subdiscipline within artificial intelligence, specifically categorized as a subclass of both relational learning and machine learning. Its relevance stems from its foundational connection to machine learning, which is defined as the scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions. This classification indicates its role in contributing to the broader field's objective of enabling systems to learn and perform tasks autonomously. As a distinct field of study, it represents a specialized area of inquiry within the larger domain of artificial intelligence.

## Notable For
- Its unique position as a subdiscipline of artificial intelligence that is simultaneously a subclass of both relational learning and machine learning.
- The formal recognition of its identity through various aliases such as Relational Machine Learning, RML, and relational learning.
- Its establishment as a distinct field of study within the broader landscape of artificial intelligence.

## Body
### Definition and Classification
Statistical relational learning is defined as a subdiscipline within the field of artificial intelligence. It is classified as a subclass of relational learning. Furthermore, it is also categorized as a subclass of machine learning. Machine learning itself is understood as the scientific study of algorithms and statistical models that computer systems utilize to perform tasks without requiring explicit instructions. Statistical relational learning is formally recognized as a field of study.

### Aliases and Identifiers
Statistical relational learning is known by several aliases, including Relational Machine Learning, RML, and relational learning. It has a Freebase ID of /m/04n5209. A dedicated Quora topic exists for Statistical-Relational-Learning. The entity is represented by a Wikipedia title, "Statistical relational learning," with content available in multiple languages, specifically Catalan (ca), English (en), and Japanese (ja). Its Wikidata description confirms its status as a subdiscipline of artificial intelligence. Discontinued Microsoft Academic IDs associated with statistical relational learning include 177877439 and 2778461040.

### Related Entities
Théo Trouillon, a researcher, is identified as being related to the field of statistical relational learning.

## References

1. [OpenAlex](https://docs.openalex.org/download-snapshot/snapshot-data-format)