Confluence Copilot

You can demo the current version with the python notebook DEMO.ipynb.

Overview

We are building an application that supports task planning using Critical Path Management (CPM) and supports employee promotion using the HITS (Hyperlink-Induced Topic Search) graph algorithm.

Features

Task Planning with CPM

• Task Creation: Users can create tasks with dependencies.
• CPM Calculation: The application will calculate the critical path for the tasks.
• Task Scheduling: Users can view and manage the schedule of tasks based on the critical path.

Employee Promotion with HITS

• Employee Graph: The application will maintain a graph of employees and their interactions.
• HITS Algorithm: The application will use the HITS algorithm to rank employees based on their importance and influence.
• Promotion Recommendations: The application will provide recommendations for employee promotions based on the HITS rankings.

Milestones

1. Initial Setup

   • Set up the project repository and development environment.
   • Create initial project structure.

2. Task Planning Module

   • Implement task creation and dependency management.
   • Develop CPM calculation logic.
   • Create task scheduling interface.

3. Employee Promotion Module

   • Implement employee graph data structure.
   • Develop HITS algorithm for ranking employees.
   • Create promotion recommendation interface.

4. Integration and Testing

   • Integrate frontend and backend components.
   • Perform thorough testing of all features.
   • Optimize performance and fix any bugs.

5. Deployment

   • Deploy the application to a cloud platform.
   • Set up continuous integration and deployment pipelines.

Conclusion

This application aims to streamline task planning and employee promotion processes using advanced algorithms. By leveraging CPM and HITS, we can provide valuable insights and recommendations to users.