Facebook-f Youtube Linkedin-in Instagram Pinterest
Edit Content

Support & Email

info@gulzarsoft.com

Customer Support

+92 300 62 42 851

Our Location

H3RJ+9HC, Ch. Shah Muhammad Rd, Bhimber Road Area, Gujrat, Punjab

Stay Connected

Facebook-f Twitter Linkedin-in Instagram

Search Engine Optimization

SEO full form

November 28, 2024

What Does SEO Stand For? Understanding the Full Form and Its Importance

SEO book

April 16, 2024

Master the Art of Digital Marketing with the Ultimate SEO Book

logo

Gulzar Soft is a visionary IT service provider, pioneering innovative solutions that empower businesses to thrive in the digital age.

Quick Links

Services

Contact Links

  • H3RJ+9HC, Ch. Shah Muhammad Rd, Bhimber Road Area, Gujrat, Punjab
  • +92 300 62 42 851
  • info@gulzarsoft.com

Copyright © 2024 Gulzar Soft. All rights reserved.

Facebook-f Twitter Linkedin-in Instagram

NEWS BRIEF

In this project, we implemented a system for Information Extraction (IE) from raw news articles. The system automatically extracts structured data such as entities, relationships, events, and metadata from unstructured text, making it easier for businesses to analyze and utilize news content.

Objective

The goal of this project is to extract key pieces of information from news articles, such as:

  • Translation Translate the text into Chinese
  • Entities (e.g., persons, organizations, locations)
  • Events mentioned in the article
  • Sentiments from various perspectives
  • Metadata such as news source, category, and credibility ratings

This data is utilized for:

  • Automated content analysis
  • Market research
  • Media monitoring
  • News aggregation

Tools & Technologies Used

  • Python: The primary programming language for text processing.
  • Natural Language Processing (NLP) Libraries:
    • spaCy: For Named Entity Recognition (NER), dependency parsing, and relation extraction.
    • OpenAi: For translation, extracting sentiments and collecting metadata 

 

Key Features

  1. Entity Extraction:
    • Identify and extract entities such as people, organizations, locations, and dates.
  2. Language Translation:
    • Translate the title and description to Chinese and in any other language that client requires.
  3. Event Extraction:
    • Detect significant events, such as demands for extradition or political developments.
  1. Sentiment Extraction:
    • Extract sentiment from different comments, categorizing them into neutral, left-wing, and right-wing perspectives.
  2. Metadata Extraction:

Extract additional metadata such as the news source, category, importance rating, and timeliness rating.

  • Identifying key people, organizations, and events
  • Understanding the sentiment and political leanings of different perspectives
  • Analyzing trends in news content for further research or reporting