Anonymous Profiling Support

Overview

When a country is implementing and running the ID program, people at the forefront like policymakers and other executives will need to monitor the progress. Progress can be measured with the help of various attributes like:

• total enrollment count

• gender profile for enrollment

• age group profile

• enrollment numbers and profile per registration centre

• quality of biometric data captured

Information like this will allow policymakers to take corrective measures as and when required.

Some examples are given below:

Example 1: If registration centres are set up for enrolling residents and if they see that the number of women enrolling in a particular area is less because of cultural factors, they can introduce a door-to-door enrollment process to increase coverage.

Example 2: The quality of biometrics captured for a particular registration centre or region can be monitored. And if it is found to be unacceptable, they can proceed to replace the biometric devices in that centre.

Example 3: They can compare the total number of enrollments against the total number of UINs issued. If there is a big gap, they can then address this by increasing the capacity of the registration processor module to handle and process more packets.

Design

• In order to achieve this, we have published a fixed anonymized profile of the users and ensured the same is accessible to a search engine such as elastic search so that it can be used for analytics. The basic guideline followed to create these profiles is that the limited dataset should not violate the privacy of the person or point to specific individuals. These JSON profiles are not configurable in the current design and a code change is required to change them.

• This dataset is called an anonymous profile and is captured during the ID issuance stage.

• As a part of this implementation, a new anonymous_profile table is created for the ID issuance module and is populated as per the JSON structure given below.

Module	Table name	Profile name
ID Repository	anonymous_profile	Anonymous Identity Issuance profile

Note: New DB tables are added for the anonymous profile because data in existing tables (except the pre-registration module) are encrypted and cannot be used to create reports and dashboards.

Anonymous Identity issuance profile

• This profile data will be captured during the identity issuance process when an entry is made in the ID repository.

• The profile data is captured in a anonymous_profile table under the mosip_idrepo schema.

The profile will be available from 1.1.5.5 and above.

JSON structure of the identity issuance profile is given below:

{
  "processName": "", //New, Update or Lost. Correction is not included here
  "date": "", //Occurance of the event date. Just date with no time. 
  "oldProfile": {
    "yearOfBirth": "", //Only the year of birth is kept.  
    "gender": "", // Code for - Female, Male, Transgender, ...
    "location": [""], //hiearchy except last 2 (means no personal address) maintained as per the array. JSON array remembers the order
    "preferredLanguages": [""], // list of preferred languages
    "channel":["list of channel names eg: phone,email"],
    "exceptions": [{
        "type" : "", //eg: Finger
        "subType": "" //eg: Right Thumb
    }],
    "verified":[""] // list of all the verified id schema atribute names
    "biometricInfo": [ {
        "type" : "",
        "subType": "",
        "qualityScore": "",
        "attempts": "",
        "digitalId": "" //Digital Id of the device
   }],
   "documents": [""] //type of the documents eg: driving license, passport.
  },
  "newProfile": {
    "yearOfBirth": "",
    "gender": "", // Confidential, Female, Male, Transgender, ...
    "location": [""], //hiearchy except last 2 (means no personal address) maintained as per the array. JSON array remembers the order
    "preferredLanguages": [""], // list of preferred languages
    "channel":["list of channel names eg: phone,email"],
    "exceptions": [{
        "type" : "", //eg: Finger
        "subType": "" //eg: Right Thumb
    }], 
    "verified": [""] // list of all the verified id schema atribute names
    "biometricInfo": [ {
        "type" : "",
        "subType": "",
        "qualityScore": "",
        "attempts": "",
        "digitalId": "" //Digital Id of the device
   }],
    "documents": [""] //type of the documents eg: driving license, passport
  }
}

Below is the image for the Anonymous profile table created in the ID repository schema

Anonymous profile table created in ID repository schema