Virtual Assistants Overview
Natural Language Processing (NLP)
Concepts and Terminology
Quick Start Guide
Accessing the Platform
Working with the Builder
Building a Virtual Assistant
Using Workspaces
Release Notes
Current Version
Previous Versions

Dialog Tasks
Dialog Builder
Node Types
Intent Node
Dialog Node
Entity Node
Form Node
Confirmation Node
Message Nodes
Logic Node
Bot Action Node
Service Node
Webhook Node
Script Node
Group Node
Agent Transfer
User Prompts
Voice Call Properties
Dialog Task Management
Connections & Transitions
Component Transition
Context Object
Event Handlers
Knowledge Graph
Knowledge Extraction
Build Knowledge Graph
Add Knowledge Graph to Bot
Create the Graph
Build Knowledge Graph
Add FAQs
Run a Task
Build FAQs from an Existing Source
Traits, Synonyms, and Stop Words
Manage Variable Namespaces
Move Question and Answers Between Nodes
Edit and Delete Terms
Edit Questions and Responses
Knowledge Graph Training
Knowledge Graph Analysis
Knowledge Graph Import and Export
Importing Knowledge Graph
Exporting Knowledge Graph
Creating a Knowledge Graph
From a CSV File
From a JSON file
Auto-Generate Knowledge Graph
Alert Tasks
Small Talk
Digital Skills
Digital Forms
ML Engine
Model Validation
FM Engine
KG Engine
Traits Engine
Ranking and Resolver
NLP Configurations
NLP Guidelines
Contextual Memory
Contextual Intents
Interruption Management
Multi-intent Detection
Amending Entities
Default Conversations
Sentinment Management
Tone Analysis
Test & Debug
Talk to Bot
Utterence Testing
Batch Testing
Conversation Testing
Conversations Dashboard
Performance Dashboard
Custom Dashboards
Meta Tags
Dashboards and Widgets
Conversation Flows
NLP Metrics
Containment Metrics
Usage Metrics
Smart Bots
Universal Bots
Universal Bot Definition
Universal Bot Creation
Training a Universal Bot
Universal Bot Customizations
Enabling Languages
Manage Assistant
Plan & Usage
Usage Plans
Support Plans
Multilingual Virtual Assistants
Masking PII Details
IVR Settings
General Settings
Assistant Management
Data Table
Table Views
App Definitions
Sharing Data Tables or Views

Build a Flight Status Assistant
Design Conversation Skills
Create a Sample Banking Assistant
Create a Transfer Funds Task
Create a Update Balance Task
Create a Knowledge Graph
Set Up a Smart Alert
Design Digital Skills
Configure Digital Forms
Configure Digital Views
Add Data to Data Tables
Update Data in Data Tables
Add Data from Digital Forms
Train the Assistant
Use Traits
Use Patterns for Intents & Entities
Manage Context Switching
Deploy the Assistant
Configure an Agent Transfer
Use Assistant Functions
Use Content Variables
Use Global Variables
Web SDK Tutorial
Widget SDK Tutorial
Analyze the Assistant
Create a Custom Dashboard
Use Custom Meta Tags in Filters

API Reference
API Introduction
API List
API Collection
koreUtil Libraries
SDK Reference
SDK Introduction
SDK Security
SDK Registration
Web Socket Connect and RTM
Using the BotKit SDK

Assistant Admin Console
Administration Dashboard
User Management
Add Users
Manage Groups
Manage Roles
Assistant Management
Invite Users
Send Bulk Invites
Import User Data
Synchronize Users from AD
Security & Compliance
Using Single-Sign On
Security Settings
Cloud Connector
  1. Home
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  3. Virtual Assistants
  4. Builder
  5. Knowledge Graph
  6. Knowledge Graph Analysis

Knowledge Graph Analysis

A careful analysis of the Knowledge Graph helps in detecting errors in your questions and the path associated with the same that hamper the user experience.

Knowledge Graph Diagnosis tool helps you to identify any inefficiencies in your knowledge graphs and suggest possible corrective actions. Note that these are just guidelines and you need to further analyze the recommendations before going ahead with any changes.

The Knowledge Graph provides an option to initiate an inspection of the graph:

  • This option is available only for the in-development version of the Knowledge Graph where there are one or more FAQs added to the graph.
  • The analysis considers the thresholds and other configurations of the Knowledge Graph.
  • The analysis issues a warning if any node contains more than 25 questions and an advisory to the effect that the training fails if there are more than 100 questions in any node.
  • You can invoke the diagnosis, by clicking Inspect on the Knowledge Graph screen.
  • The platform analyzes the knowledge graph and provides a report of the analysis.
  • You have an option to Re-run the analysis or Export the report. The export option downloads the report in JSON format.
  • The inspect report shows an overview of the number of issues found under various categories (see below for details)
  • The various categories are grouped as:
    • Error – Errors are incorrect graph definitions that need an immediate fix.
    • Warnings – When rectified, it help improves intent detection. A maximum of 50 warnings is displayed.
    • Suggestions – When implemented, it helps in the better organization of your KG. A maximum of 10 suggestions is displayed.
  • Click each category to view the detailed report.
  • Chances are that there are more than 50 warnings or 10 suggestions, but only the first 50/10 occurrences of the issue are listed. You must fix the same and re-run the analysis to view the next set.

Report Fields

Following are the fields that are displayed in the report:

Issue Type Category Details Suggestion
Questions added to incorrect paths Error
  • Question
  • Path
Modify the path to include the terms in the question.
Long-chain of terms with the questions present only at the last term in the chain Suggestion
  • Question
  • Path
Reduce the path by avoiding unimportant terms or merge relevant terms.
Identical terms with a common ancestor Suggestion
  • Common Parent
  • Child Paths (only for the largest repeated child trees)
Move the child terms above their parent terms to avoid duplication
Paths without any questions Suggestion
  • Path
Remove the path if you do not intend to add any questions to this path
Redundant alternate questions Suggestion
  • Question
  • Alternate Question (multiple)
  • Path
Rephrase alternate questions to include wider coverage
A large number of questions added to the root term Suggestion
  • Question
  • Path
Move the questions to the appropriate paths
Unusually long paths Warning
  • Path
Reduce the path by avoiding unnecessary terms or merging relevant terms.
Questions at the root node that can be moved to better paths Warning
  • Question
  • Current Path
  • Suggested Path
Move the question to the suggested path
Questions with common words that are not used as terms Warning
  • Question (multiple)
  • Path
  • Suggested Extension
Extend the current path using the suggested extension
Questions that match multiple paths Warning
  • Question
  • Current path
  • Other Paths (multiple)
Review the paths to avoid possible ambiguity scenarios
Identical sibling nodes Warning
  • Path
  • Identical Term
Merge the identical terms

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