Beya2123/Amharic-News-Classification

Amharic news classification using ontology and machine learning" # Amharic-News-Classification Amharic news classification using ontology and machine learning" # Amharic News Ontology (ANO) A comprehensive OWL ontology for Amharic news classification and semantic analysis. This ontology provides structured knowledge representation for Ethiopian news domains. ## 📁 Files - `amharic-news-ontology.owl` - Main ontology file in OWL/XML format ## 🏗️ Ontology Structure ### Core Classes - **NewsArticle** - Base class for news articles - **NewsCategory** - Main news categories with subclasses: - `Politics` (ፖለቲካ) - `Sports` (ስፖርት) - `Business` (ቢዝነስ) - `Entertainment` (መዝናኛ) - `NationalNews` (ሀገር አቀፍ ዜና) - `InternationalNews` (አለም አቀፍ ዜና) ### Subclass Hierarchy Each main category has specialized subclasses: - **Politics**: Elections, Governance, ForeignPolicy, Legislation - **Sports**: Football, Athletics, Basketball, Olympics - **Business**: Economy, Finance, Trade, Market - **Entertainment**: Music, Movies, Theater, Arts ### Object Properties - `hasTopic` - Links articles to categories - `isRelatedTo` - Defines semantic relationships - `isPartOf` - Represents hierarchical composition - `hasSubEvent` - Captures event relationships ### Data Properties - `hasFrequency` - Concept occurrence tracking - `hasDiscriminativePower` - Feature importance scoring - `lastUpdated` - Ontology maintenance timestamp ### Individuals 187 domain-specific instances including: - Political parties (Prosperity Party, Ezema Party) - Sports teams (Ethiopia National Team, St. George FC) - Business entities (Commercial Bank, Ethio Telecom) - Entertainment personalities (Teddy Afro) - Geographic locations (Addis Ababa, United Nations) ## 🔧 Tools for Editing ### Recommended Editors: 1. **Protégé** (Professional) - Download from protege.stanford.edu 2. **WebProtégé** (Web-based) - Access at webprotege.stanford.edu 3. **VS Code** with OWL extensions ### VS Code Extensions: ```bash # Install these extensions: - OWL Syntax Highlighting - XML Tools - RDF and OWL …