DEEPSOCMINT – A Powerful AI-Driven Social Media Monitoring Platform for Enhanced Intelligence and Operations
Our mission is to design and implement a cutting-edge GUI-based social media monitoring platform catered to intelligence and operations purposes. We aim to develop an indigenous tool capable of efficiently crawling various social media platforms like Twitter, Facebook, Instagram, Discord, and more. With user-defined queries and watch words, the platform will provide insightful results in a user-friendly tabulated format. Additionally, the system will possess advanced capabilities to analyze the collected data and categorize it according to customized attributes.
Project Brief:
In the digital age, the wealth of information left behind by individuals on social media platforms presents an incredible opportunity for analysts and engineers to gain valuable insights using statistical, linguistic, and recommender systems. Leveraging this digital footprint can unveil essential details about an individual’s perspective, influence, and ideology.
Our proposed solution, DEEPSOCMINT, is an autonomous AI-powered social media monitoring platform that harnesses the power of Language Processing, Graph Analytics, and Deep Learning. Designed specifically to boost the operational efficiency of the Indian Army, DEEPSOCMINT provides a comprehensive social media intelligence collection and analysis tool. It addresses crucial questions related to national security, the concerns of the Indian Army, and the protocols used to tackle potential threats.
Key Features:
- User Profiling: Gain in-depth insights into individual user profiles.
- Post Analysis: Analyze specific social media posts intelligently.
- Trend Analysis: Identify and understand emerging trends on social media platforms.
- Multi-Platform Crawler: Efficiently crawl across various social media platforms for comprehensive data collection.
Advanced Analytics:
(a) Context Classifier: Automatically categorize usernames and posts based on specific contexts like religious propaganda, financial matters, and politics using deep learning models.
(b) Threat Assessment Model: Provide a preliminary threat assessment score using specific word analysis.
(c) Linguistic Similarity Calculator: Distinguish between human users and bots by calculating linguistic similarities.
(d) Optical Character Recognition and Color Extractor: Quantify the popularity of narratives among groups based on color, valence, and arousal.
(e) Info2Intel: Summarize analysis results into a threat assessment report using natural language generation and intelligence brief format.
Conclusion:
DEEPSOCMINT is a powerful, consolidated, and efficient social media monitoring platform that leverages statistically credible linguistic tools and supervised deep learning. Developed exclusively for the Indian Army Cyber Corp, it enhances intelligence collection and analysis, empowering them to stay ahead in the digital realm.
