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

Blog

shopify partner

November 27, 2024

How Shopify Partners Can Elevate Your E-commerce Journey

shopify careers

November 27, 2024

Explore Exciting Shopify Careers and Join a Leading E-commerce Platform

Web developer internship

November 27, 2024

Web Developer Internship-A Pathway to Becoming a Professional Developer

shopify app store

November 27, 2024

Explore the Best Shopify App Store- Top Tools to Boost Your Store’s Success

web developer salary

November 27, 2024

Web Developer Salary- How Much Do Web Developers Earn in 2024?

Web development projects

November 16, 2024

Innovative Web Development Projects to Sharpen Your Coding Skills

Beta Charater Ai

November 16, 2024

Exploring the Future of Beta Character AI-Revolutionizing Virtual Interactions

Claude AI

November 16, 2024

Exploring Claude AI- The Future of Artificial Intelligence

Janitor AI

April 16, 2024

Janitor AI-Revolutionizing Workplace Efficiency with Smart Automation

Machine Learning for Kids

April 16, 2024

Start Machine Learning for Kids: A Creative Approach to AI

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