01 Synopsis
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MSc Project Report
MSc Social Networking Platform Using MERN Report
Complete MSc final-year project report with documentation, diagrams and viva-ready structure. Instant PDF & Word download — plagiarism-free and faculty-aligned.
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02 Pre Defined Project Report
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Abstract
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Table of Content
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01
Introduction
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02
Problem Statement
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03
Existing System
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04
Proposed System
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05
Objectives
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06
System Architecture
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07
Major Functional Modules
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08
Hardware Requirements
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09
Software Requirements
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10
Future Enhancement
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11
Conclusion
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12
References
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Abstract
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Table of Content
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01
Chapter 1 — Introduction
- 1.1 Background of the Project
- 1.2 Problem Statement
- 1.3 Objectives of the System
- 1.4 Scope of the Project
- 1.5 Existing System Overview
- 1.6 Proposed System Overview
- 1.7 Technologies Used
- 1.8 Overview
- 1.9 Limitations
- 1.10 Advantages
- 1.11 Disadvantages
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02
Chapter 2 — Literature Review / System Study
- 2.1 Introduction
- 2.2 Review of Similar Systems
- 2.3 Comparative Analysis
- 2.4 Software Development Models
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03
Chapter 3 — System Analysis
- 3.1 Introduction
- 3.2 Functional Requirements
- 3.3 Non-Functional Requirements
- 3.4 User Requirements
- 3.5 Feasibility Study
- 3.5.1 Technical Feasibility
- 3.5.2 Economic Feasibility
- 3.5.3 Operational Feasibility
- 3.6 System Architecture
- 3.7 Data Flow Diagram (Level 0)
- 3.8 Data Flow Diagram (Level 1)
- 3.9 Data Flow Diagram (Level 2)
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04
Chapter 4 — System Design
- 4.1 Introduction
- 4.2 Use Case Diagram
- 4.3 Class Diagram
- 4.4 Sequence Diagram
- 4.5 Activity Diagram
- 4.6 ER Diagram
- 4.7 Database Schema
- 4.8 Table Structures
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05
Chapter 5 — System Implementation
- 5.1 Introduction
- 5.2 Development Environment
- 5.3 Tools and Technologies Used
- 5.4 Hardware Requirements
- 5.5 Software Requirements
- 5.6 Module-wise Implementation
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06
Chapter 6 — Testing
- 6.1 Introduction
- 6.2 Testing Strategy
- 6.3 Unit Testing
- 6.4 Integration Testing
- 6.5 System Testing
- 6.6 Test Cases
- 6.7 Bug Reports
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07
Chapter 7 — Results and Discussion
- All screenshots
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08
Chapter 8 — Conclusion and Future Enhancements
- 8.1 Conclusion
- 8.2 Future Enhancements
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09
Chapter 9 — References
Project's Overview
The project is a social networking platform built using the MERN (MongoDB, Express.js, React.js, Node.js) stack. It incorporates two major features: an automated content moderation system and context-based authentication. These features are accompanied by common functionalities found in social media applications, such as profile creation, post creation and sharing, liking and commenting on posts, and following/unfollowing users.
Login Credentials
| Panel | Username | Password | |
|---|---|---|---|
| Admin | [email protected] | admin | admin@123 |
| User | [email protected] | User | user@123 |
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- Moderator Management:
- Assign moderators to specific communities or tasks.
- Monitor moderator activity and performance.
- Provide training and support for moderators.
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Community Management:
- Create, edit, and delete communities or groups.
- Define community rules, guidelines, and policies.
- Monitor community engagement and activity.
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Content Moderation:
- Review reported posts, comments, and user-generated content.
- Take action on inappropriate or violating content.
- Implement content moderation policies and procedures.
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User Activity Monitoring:
- Monitor user activity, interactions, and behavior.
- Identify trends, patterns, and anomalies in user activity.
- Address issues related to user behavior or misuse of the platform.
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Analytics and Reporting:
- Generate reports on user engagement, content trends, and platform usage.
- Analyze data to identify areas for improvement or optimization.
- Monitor system performance and uptime.
- System Configuration
- Configure system settings, preferences, and parameters.
- Customize the user interface and user experience.
- Manage integrations with external services or APIs.
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Email Notifications:
- Manage email notification templates and settings.
- Send notifications to users for important updates or actions.
- Handle email verification, account activation, and password reset processes.
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Security and Compliance:
- Implement security measures to protect user data and sensitive information.
- Ensure compliance with data protection regulations and privacy policies.
- Conduct regular security audits and risk assessments.
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Integration with External Services:
- Integrate with third-party services for additional functionality (e.g., payment processing, analytics).
- Manage API keys and authentication credentials for external services.
- Monitor and troubleshoot integrations for reliability and performance.
- These admin features empower administrators to oversee and manage all aspects of the platform, ensuring a safe, engaging, and user-friendly environment for all users.
User Features:
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User Profile Management:
- Create and manage user profiles with customizable information and settings.
- Update profile details, including username, profile picture, bio, and preferences.
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Post Creation and Management:
- Create new posts with text, images, or multimedia content.
- Edit and delete own posts as needed.
- View a timeline or feed of posts from followed users and communities.
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Commenting and Interaction:
- Comment on posts and engage in discussions with other users.
- Like or react to posts and comments to express appreciation or agreement.
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Following and Followers:
- Follow other users to receive updates on their activities and posts.
- View a list of followers and followed users on the profile page.
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Community Participation:
- Join communities or groups of interest to participate in discussions and activities.
- Contribute to community-related posts, events, and initiatives.
- Explore and discover new communities based on interests and preferences.
Moderator Features:
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Community Management:
- Manage and oversee specific communities or groups within the platform.
- Enforce community rules, guidelines, and policies.
- Facilitate discussions and engagement within the community.
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Content Moderation:
- Review reported posts, comments, and user activity within assigned communities.
- Take appropriate actions on reported content, such as removing or hiding inappropriate posts.
- Address user complaints and inquiries related to community moderation.
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User Engagement and Support:
- Engage with community members to foster a positive and inclusive environment.
- Provide assistance, guidance, and support to users experiencing issues or conflicts within the community.
- Ban Users
Automated Content Moderation
- The platform's automated content moderation system utilizes various NLP (Natural Language Processing) APIs. These APIs include:
- Perspective API: Used for filtering spam, profanity, toxicity, harassment etc.
- TextRazor API: Integrated for content categorization.
- Hugging Face Interface API: Utilized with BART Large MNLI for content categorization.
- A Flask application has been developed to provide similar functionality as the Hugging Face Interface API's classifier. The Flask app utilizes the BART Large MNLI model. It operates as a zero-shot classification pipeline with a PyTorch framework.
- The system allows flexibility in choosing different services for API usage or disabling them without affecting overall functionality by using a common interface for interacting with the APIs.
- When a user posts content, it undergoes a thorough filtering process to ensure compliance with the community guidelines. Additionally, users have the ability to report posts that they find inappropriate, which triggers a manual review process.
Context-Based Authentication
- The platform implements context-based authentication to enhance user account security. It takes into consideration user location, IP address, and device information for authentication purposes. Users can conveniently manage their devices directly from the platform. To ensure data privacy, this information is encrypted using the AES algorithm and securely stored in the database.
- In case of a suspicious login attempt, users are promptly notified via email and are required to confirm their identity to protect against unauthorized access.
User Roles
- There are three distinct user roles within the system:
- Admin: The admin role manages the overall system, including moderator management, community management, content moderation, monitoring user activity, and more.
- Moderators: Moderators manage communities, manually review reported posts, and perform other moderation-related tasks.
- General Users: General users have the ability to make posts, like comments, and perform other actions within the platform.
Features
- User authentication and authorization (JWT)
- User profile creation and management
- Post creation and management
- Commenting on posts
- Liking posts and comments
- Following/unfollowing users
- Reporting posts
- Content moderation
- Context-based authentication
- Device management
- Admin dashboard
- Moderator dashboard
- Email notifications
Technologies
- React.js
- Redux
- Node.js
- Express.js
- MongoDB
- Tailwind CSS
- JWT Authentication
- Passport.js
- Nodemailer
- Crypto-js
- Azure Blob Storage
- Flask
- Hugging Face Transformers
Go to the project directory and install dependencies for both the client and server
- cd client npm install
- cd server npm install
Start the server
- cd client npm start
- cd server npm start
README Included
Setup Support Available
| Panel | Username | Password | |
|---|---|---|---|
| Admin | [email protected] | admin | admin@123 |
| User | [email protected] | User | user@123 |