Skip to main content
search

Entity Centric Learning™

The most accurate data matching technology.

Entity centric learning™ is the highly accurate data and record matching technique with real time learning used by the Senzing® AI to resolve new records against existing entities.

Entity Centric Learning Excels at Discovery and Insight
Entity centric learning excels at uncovering matches and relationships that conventional methods miss. As more data is received, the AI learns and increases accuracy, discovers hidden connections, and provides a more comprehensive view of entities – even when data is inconsistent or incomplete.

Unlike traditional record-to-record matching, entity centric learning can find matches and relationships that other methods simply can’t identify.

Senzing Entity Centric Learning

 Icon png 25 entity-centric learning - Improves data matching and record matching accuracy

 Icon png 3 entity-centric learning - Identifies hidden connections and new opportunities

 Icon 37 entity-centric learning - Essential for successful bad guy hunting missions

Entity Centric Learning Functionality

Senzing entity centric learning treats resolved records as a single holistic entity. The technique assembles every name, address, phone and other attribute variations of each entity without any tuning required. As more records are received, the system learns nicknames, alternative addresses, common typographical errors and other insights – including intentionally fabricated information – related to an entity.

The Senzing entity centric learning AI compares inbound records to existing resolved entities, providing users with a complete view of every record that matches the same real-world entity, as well as possible matches and possibly related matches. As more data about an entity is received, the system learns in real time and creates more comprehensive entity views or performs self-correction in real time.

Entity Centric Learning Capabilities

 Icon 38 entity-centric learning - Entity Centric Matching

Compares each incoming record to existing holistic entities to determine if a record matches or not.

 Icon png 15 entity-centric learning - Ambiguous Conditions

If a record could match two or more entities equally, it’s considered ambiguous until proven otherwise.

 Icon png 67 entity-centric learning - Real Time Self-Correction

The system evaluates if new data impacts earlier decisions and instantly makes corrections if needed.

Senzing Entity Centric Learning Benefits

Senzing entity resolution enables your organization to quickly improve financial and compliance operations, fortify fraud and insider threat detection, and drive impactful marketing and customer experience initiatives. By harnessing the power of entity centric learning, you can unlock new levels of precision and efficiency in understanding and managing your data.

 Icon png 26 entity-centric learning - Get higher quality and more accurate matching

 Icon png 3 entity-centric learning - Learn about hidden connections and relationships

 Icon png 27 entity-centric learning - Experience holistic 360-degree views of entities

 Icon png 4 entity-centric learning - Detect business and marketing opportunities

 Icon png 28 entity-centric learning - Identify savvy criminals and other bad actors

 Icon png 67 entity-centric learning - Improve outcomes with real time self-correction

Entity centric learning is one of the primary reasons Senzing entity resolution is the most accurate entity resolution solution available.

SCHEDULE A DEMO

Entity Centric Learning Resources

Catching bad guys with entity-centric learning
Video
Catching Bad Guys with Entity Centric Learning
Tech overviews ft. Image
Core ConceptsTech Overviews
Entity Centric Learning Explained: How Senzing Delivers Highly Accurate Record Matching
Get explainable results with entity resolution - record matching
Video
Get Explainable Results With Entity Resolution
Why explainability is critical for entity resolution - big data
Tech Overviews
Why Explainability is Critical for Entity Resolution
Close Menu