Automatic classification of securities using hierarchical clustering of the 10-Ks

Keyphrases

• Hierarchical Clustering 100%
• Automatic Classification 100%
• Industry Classification 100%
• 10-Ks 100%
• Business Text 83%
• Classification Scheme 33%
• Academic Research 16%
• Evaluation Results 16%
• Classification System 16%
• Textual Information 16%
• Human Effort 16%
• New Classification 16%
• Financial Ratios 16%
• Four Aspects 16%
• Classification Groups 16%
• Rich Context 16%
• Hierarchical Clustering Algorithm 16%
• Financial Studies 16%
• Corporate Disclosure 16%
• Business Analytics 16%
• Capital Markets 16%
• Document Embedding 16%
• Ward Hierarchical Clustering 16%
• Inter-industry 16%
• Cluster Security 16%
• Doc2Vec 16%
• Result Interpretability 16%
• Intra-industry 16%
• Self-identity 16%
• Research Analytics 16%
• Process Automation 16%
• Industry Homogeneity 16%

Computer Science

• Hierarchical Clustering 100%
• Classification Scheme 100%
• Automatic Classification 100%
• Interpretability 50%
• Evaluation Result 50%
• Clustering Method 50%
• Textual Information 50%
• Financial Ratio 50%
• Business Analytics 50%
• Capital Market 50%
• Documents Embedding 50%