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3.1.7
3.1.7
  • Getting Started
    • What is Cymmetri?
    • Release Notes
      • 3.0.1-Beta
      • 3.0.2-Beta
      • 3.0.3-Beta
      • 3.0.4-Beta
      • 3.0.5-Beta
      • 3.0.6-Beta
      • 3.0.7-Beta
      • 3.0.8-Beta
      • 3.0.9-Beta
      • 3.0.10-Beta
      • 3.0.11-Beta
      • 3.0.12-Beta
      • 3.1.0 - Product Release
      • 3.1.1-Beta
      • 3.1.2 - Product Release
      • 3.1.3-Beta
      • 3.1.4-Beta
      • 3.1.5-Beta
      • 3.1.6 -Beta
      • 3.1.7 - Product Release
      • 3.1.8 -Beta
      • 3.1.9-Beta
      • 3.1.10-Beta
      • 3.1.11-Beta
      • 3.1.12-Beta
      • 3.1.13-Beta
      • 3.1.15 -Beta
      • 3.1.16
      • 3.1.17
      • 3.1.18
      • 3.1.15 - Product Release
      • 3.0.x Consolidated
      • 3.1.x Consolidated
    • Starting your Cymmetri Trial
    • Admin Dashboard
    • Accessing Cymmetri
    • Supported Web Browsers
    • Cymmetri Error Codes
    • Help
    • Personalization
      • General Config
      • Admins
      • Masters in Cymmetri
      • Personalize Notification Templates
      • Tenant Branding
      • Custom Attributes
      • API Client
      • Batch Tasks
      • API Extension
    • Global Search
  • Identity Hub
    • Managing Users and Groups
      • User Management
      • User Detail
      • Create Users
      • Edit Users
      • Create Groups
      • Importing Users
      • Assigning Users to Groups
      • Delegation
        • Setting up Delegation
        • Delegating Work to Delegatee
        • Accepting Delegation
      • Suspended Users
      • Archived Users
      • All Users Session
    • Authentication
      • Identity Provider
        • Internal IDP
          • Introduction
          • Internal Identity Provider Configuration: Cymmetri
          • Internal Identity Provider Configuration: Active Directory
          • Internal Identity Provider Configuration: LDAP
        • External IDP
          • Introduction
          • External Identity Provider Configuration - Google IDP
          • External Identity Provider Configuration - Azure IDP
          • External Identity Provider Configuration - Salesforce IDP
      • Service Provider
      • Authentication Rules
      • Password Policy
      • Global Auth Policy
      • Adaptive
    • Attribute Setting
    • Password Filter
    • Logs
      • Audit Log
      • Import History
      • Scheduler History
  • Lifecycle Management
    • Application Management
      • Support for Application Management
      • Getting Started
        • Introduction to Application Management
        • Adding Applications to be managed by Cymmetri
        • Assigning Applications to End Users
        • Application Detail
        • Dynamic Forms
        • Configuring Connector Server
        • 360 Degree Recon
      • Provisioning How to
        • Cymmetri Connector List
        • Supported Provisioning Operations
        • Azure Provisioning
        • Active Directory (AD) Provisioning
        • Google Workspace Provisioning
        • LDAP Provisioning
        • Powershell Provisioning
        • REST Connector Provisioning
        • SCIM v2.0 Provisioning with Basic Authentication
        • SCIM 2.0 with Bearer Authentication
        • SCIM 2.0 with Fixed Bearer
        • Github Provisioning
        • ServiceNow Provisioning
        • AMAYA
        • HRMS
          • Darwin Box
        • Database Provisioning
        • CSV Directory (Flat-file)
        • Managing Manual Application Assignments
        • SOAP Connector (XML)
        • Integration with Service Desk Management Systems
      • Reconciliation How to
        • Configuring Reconciliation Process
      • Rules
        • Provisioning
        • Deprovisioning
    • Workflow Management
      • Workflow Configuration
      • Workflow Rules
      • Pending Workflows
      • Workflows List
    • Teams Config
    • Configuring Webhooks
    • On Demand Access
    • Form Logic
  • Single Sign On
    • Introduction
    • SSO Configuration
      • SAML 2.0 Based SSO
      • API Based SSO
      • OpenID Connect Based SSO
    • Multifactor Authentication(MFA)
      • Introduction
      • Cymmetri Authenticator
      • Push Authenticator
      • Google Authenticator
      • SMS Authenticator
      • Secret Questions
      • FIDO Authenticator
      • Admin MFA Setting
    • Passwordless
      • Introduction
      • TOTP Based
      • OTP Based
      • Consent Based
      • FIDO Based
  • My Workspace
    • Getting Started
      • Introduction
      • First Time User Registration
      • End User Login Process
      • Forgot Password & Unlock Account
      • User Settings
    • How to use the My Workspace
      • Dashboard
      • My Access
      • Inbox
      • Team
      • On Behalf
  • Privileged Access Management
    • PAM Administration
      • Introduction to Privilege Access Management (PAM)
      • How to Access PAM in Cymmetri
      • Sub-Sections of PAM
      • Steps to configure PAM Server
      • Adding a device/ server in PAM
      • Vault User
      • Vaulting Configuration
      • Break Glass Configuration
      • PAM Reports and PAM History
      • Dormancy Disable Config
    • PAM Usage
      • Assign a server to a user
      • Access the server
  • Governance
    • Compliance Management
      • IGA Policy Violations
    • Insights
      • Reports
      • Risk
      • Management Dashboards
        • CISO Dashboard
        • CRO Dashboard
      • Industry Compliance
    • Access Certification
      • Setting up and managing Access Reviews
    • Recommendation Engine
    • Role Management
      • Role Mining
      • Entitlements
      • Managing Roles in Cymmetri
    • Segregation Of Duties (SOD)
  • Self-Service App
  • Analytics
    • Cymmetri Analytics
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  1. Governance

Recommendation Engine

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The Cymmetri Recommendation Engine is a component of Cymmetri, designed to provide personalized recommendations based on user data and behavior. It leverages advanced statistical algorithms to analyze patterns and trends, and to provide personalized application and role recommendations to each user based on their attributes and historical data.

Features

Personalised User Experience: Provides users with personalised suggestions for applications and roles based on their specific attributes, historical usage patterns, and peer behaviour.

Operational Efficiency: Reduces the manual workload of administrators by automating the process of assigning applications and roles.

Security and Compliance: Ensures that recommendations adhere to compliance policies by incorporating SoD checks, which prevent conflicting roles or application assignments.

The recommendation engine will employs a combination of collaborative filtering, content-based filtering, and a hybrid approach to ensure accurate and personalised recommendations.

The system periodically fetches user data, processes it, and stores the recommendation scores and details in the database

In Cymmetri the recommendation engine calculates the recommendation scores and shows the recommendations as shown below:

The recommendation engine shows whether the access to the application should continue or be rejected. The approver may use the recommendation and perform the necessary action.

The administrator has choice of reviewing one or more application simultaneously and approve. If the user selects multiple reject requests to review it may appear as shown:

If multiple accept requests are selected they appear as shown below:

If user tries to approve multiple accept and reject requests and confirm the change the screen may appear as below: