- Get link
- X
- Other Apps
// Topic Identification Algorithm (Blogger-Optimized HTML) FUNCTION determineTopic ( textParagraph ) { // Step 1: Preprocess the text cleanedText = convertToLowerCase ( textParagraph ); tokens = tokenize ( cleanedText ); filteredTokens = removeStopWords ( tokens ); stemmedWords = applyStemming ( filteredTokens ); // Step 2: Extract key concepts and entities keywordCounts = calculateTermFrequency ( stemmedWords ); namedEntities = extractNamedEntities ( textParagraph ); topKeywords = getTopNItems ( keywordCounts , n = 5 ); // Step 3: Match against a knowledge base or domain taxonomy candidateTopics = queryKnowledgeGraph ( topKeywords , namedEntities ); ...