MDM

Aidbox MDM module allows to detect and resolve duplicate records and improves the integrity of your data. Data can be of any resource type.

The MDM module utilizes probabilistic (score-based or Fellegi-Sunter) method. It is more flexible and can provide better results than rule-based approaches, but at the cost of simplicity.

Train MDM model

The first step to set up Aidbox MDM module is to train model on your data. Model specifies how to find duplicates in the data.

pageTrain model

Configure MDM module

Configure Aidbox MDM module to use your model

pageConfigure MDM module

Find duplicates

Use $match operation to find duplicates

pageFind duplicates

How it works

Learn more about mathematics behind probabilistic matching

pageMathematical details

References

Zen symbols

• aidbox.mdm/model

• aidbox.mdm/splink-engine

RPC methods

• aidbox.mdm/update-mdm-tables

• aidbox.mdm/match