AI-Powered Quiz Generation for Policy Management

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Questions and Answers

Which AI tool is recognized for its complex natural language understanding and content generation?

Microsoft Azure Text Analytics

Quizgecko

Google Cloud NLP

OpenAI ChatGPT (correct)

What feature allows users to modify questions and answers in the quiz creation process?

Quiz Customization Tools (correct)

Multiple-Choice Formats

Difficulty Level Slider

Data Retrieval

Which option is NOT a capability of the AI-powered quiz generation system?

Creating interactive video content (correct)

Extracting key concepts from policy documents

Adapting to domain-specific language

Generating quizzes with various difficulty levels

What can users adjust to select how challenging each question should be?

Difficulty Level Signup and view all the answers

What functionality allows users to rearrange the order of questions?

Drag-and-Drop Signup and view all the answers

Which tool specializes in quiz generation with predefined APIs?

Quizgecko Signup and view all the answers

What is a benefit of using AI tools for quiz generation in policy management?

Automating the extraction of key rules Signup and view all the answers

What is the purpose of the Quiz Generation Request?

To generate a quiz with specific parameters like difficulty and format. Signup and view all the answers

What feature allows users to add new questions in the quiz creation process?

Add or Remove Questions Button Signup and view all the answers

Which component is included in the Quiz Customization Request?

Quiz ID and updated question details. Signup and view all the answers

What is the significance of storing quiz results and employee performance?

To enable reporting on quiz attempts and performance assessment. Signup and view all the answers

In a customization request, what detail states the correctness of an answer?

correctAnswer Signup and view all the answers

What type of question is represented by the 'questionType' field in the Quiz Customization Request?

True/False questions or similar formats. Signup and view all the answers

What types of questions can users select in the quiz format?

Single-answer questions, multiple-answer questions, and true/false statements Signup and view all the answers

What does the preview mode allow users to do before deploying the quiz?

Simulate taking the quiz Signup and view all the answers

How are quiz results and related data stored?

In a secure database linked to each employee and quiz session Signup and view all the answers

Which of the following is NOT a type of report generated for quiz results?

Real-time tracking reports for all employees Signup and view all the answers

What is a potential risk associated with AI-generated quiz questions?

Misinterpretation of complex language by AI Signup and view all the answers

What are the costs associated with using GPT-4 for quiz generation?

$0.06 per 1,000 tokens for input and $0.12 for output in 32k context Signup and view all the answers

Which step is NOT involved in interacting with an API for quiz customization?

Design the quiz layout on a separate platform Signup and view all the answers

What type of interaction data is tracked related to quiz performance?

Time spent on each question and answers chosen Signup and view all the answers

Which API endpoint is specifically used for generating new quizzes?

/generate-quiz Signup and view all the answers

What feature allows users to modify the answer options in the quiz?

Editable list of answers Signup and view all the answers

Which component of OutSystems is used to connect to API endpoints?

REST API Integration component Signup and view all the answers

How can users select the question format for the quiz?

Dropdown or radio button options Signup and view all the answers

What happens when the user adjusts the difficulty level of the quiz?

The slider sends a request to the API Signup and view all the answers

Which option provides real-time updates to the quiz preview?

Event-based actions Signup and view all the answers

What functionality does the 'Add Question' button provide?

It adds new questions to the quiz Signup and view all the answers

Which component should be used to send updated quiz data after editing?

/edit-quiz Signup and view all the answers

Study Notes

AI-Powered Quiz Generation Overview

Objective involves integrating AI solutions into Policy Management for generating quizzes based on customer-created policies.
Quizzes serve as an employee learning tool with customization options.

AI/NLP Technology Research

AI Tools:
- OpenAI (ChatGPT), Google Cloud NLP, Quizgecko evaluated for quiz question generation.
Capabilities include:
- Extraction of key concepts from policy documents.
- Generation of quizzes in multiple formats: single-answer, multi-answer, and true/false.
- Adaptation to specific domains like cybersecurity.
Tool Evaluations:
- OpenAI ChatGPT excels in natural language understanding.
- Google Cloud NLP effective for text classification.
- Quizgecko specializes in quiz generation APIs.

Integration with Policy Management (OutSystems)

Data Retrieval:
- Policy content transmitted to AI tools via APIs for quiz generation.
- OutSystems manages connections through API connectors.
Customization Features for Users:
- Editing question wording and answers through a simple form.
- Selection of question formats via dropdowns or radio buttons.
- Difficulty level adjustment using sliders or dropdowns.
- Options to add or remove questions, and reorder them via drag-and-drop.

Quiz Customization & Editing Features

Extensive question editing capabilities, including:
- Modification of wording and answer options.
- Definition of correct answers and attachment of explanations for feedback.
Format Selection:
- Users can switch between single-answer, multiple-answer, and true/false formats.
Preview Mode available for simulating quiz before final deployment.

Quiz Results & Data Storage

Storage of quiz results (answers, scores, completion times) in a secure database.
Reporting and analytics features include:
- Summary reports of individual performance and score distributions.
- Interaction data tracking (time spent per question, completion rates).
- Detailed progress reports showing attempts and scores over time.
- Option to export results in CSV or Excel formats.

Risks & Limitations

Data Privacy concerns regarding sensitive policy data management.
AI accuracy risks with complex or domain-specific language leading to irrelevant questions.
API constraints such as token and query limits impacting large-scale quiz generation.
Complexity challenges may arise with technical policy language affecting question relevance.

Costs

GPT-4 Pricing Structure:
- 8k context: $0.03 per 1,000 tokens (input), $0.06 (output).
- 32k context: $0.06 per 1,000 tokens (input), $0.12 (output).
Other Services:
- Google Cloud NLP: $1–$5 per 1,000 text records.
- Quizgecko: Monthly fee of $29–$99 for quiz generation services.

API Interaction for Quiz Customization

API Setup involves selecting AI APIs and identifying relevant endpoints like /generate-quiz and /edit-quiz.
Integration in OutSystems via REST API components, mapping request and response data.
Frontend Interface for customization includes:
- Editable fields for questions and answers.
- Dropdowns or buttons for changing question formats and adjusting difficulty levels.
- Options to add or delete questions through API interactions.

Real-Time Interaction and Preview

Live Preview functionality updates quiz display after customization without page refresh.

API Payload Examples

Quiz Generation Request example specifies policy document content, difficulty level, question format, and number of questions.
Customization Request outlines structure including question IDs, updated text, answer lists, and explanations.

Storing and Reporting Results

Results and customization data are stored in OutSystems for tracking employee performance and generating detailed reports on quiz attempts and scores.

Studying That Suits You

Use AI to generate personalized quizzes and flashcards to suit your learning preferences.

Description

This module focuses on integrating AI technology to create dynamic quizzes based on customer-created policies. Employees can use these quizzes as effective learning tools, with customization options available to tailor the content to specific needs.