FLYT
The system of tracking and monitoring social for Objects on social media platforms consists of four main functional components: Data collection, data processing, databases, and user applications through Facebook, Tiktok, Telegram, Youtube
- Collect data from social media platforms such as Facebook, YouTube, TikTok, Telegram, according to task requirements, using automatic scraping techniques or API connections (if any) from platforms
- Filter irrelevant patterns, clean data, analyze, and extract useful information from collected raw data
- Data processing, information extraction
- Data preprocessing removes duplicate, junk, or irrelevant data
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Standardize data formatting (convert text to lowercase, remove special characters, etc.)
Applying artificial intelligence (AI) technology to natural language analysis (NLP): Extracting information from text (identifying people, places, organizations); Content classification (determining the topic, sentiment analysis, or danger level of the information); Automatic translation if needed (e.g. translation from Vietnamese to English or vice versa)
- SOFTWARE SYSTEM MODAL
The software system is deployed according to the client-server model, layered (Layered Architecture) according to functional layers that operate independently, connect to each other through APIs or data transfer protocols and perform the following tasks:
- Interact directly with social media platforms that collect raw data
- Clean, analyze, and extract information from raw data
- Storage and management of processed information
- Provide interfaces and tools for end users