AI Pattern, Data Science, Machine Learning, Uncategorized

Entity Resolution

Context.

Different Entities may be named differently but might actually be the same Entity.

Problem

Identities are not unique. How can we tell if they are probably associated  with the same Entity,

Forces

Each entity name has a unique identifier.

Solution

Market Basket Analysis using association rule learning is a candidate algorithm  for performing account resolution analysis.

Consequences

 You have probabilistic indication of convergence on entity from possible multiple entities

 

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