Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review

Keyphrases

• Category Detection 50%
• Concept Drift 50%
• Concept Drift Adaptation 100%
• Data Distribution 50%
• Distribution Change 50%
• Low Memory 50%
• Machine Learning Techniques 50%
• Model Updating 50%
• Natural Language Processing 50%
• People Opinion 50%
• Performance over Time 50%
• Representation Method 50%
• Social Media Posts 50%
• Static Datasets 50%
• Stream Mining 50%
• Systematic Literature Review 50%
• Text Data 100%
• Text Representation 50%
• Text Stream 50%
• Text Stream Mining 100%
• Traditional Machine Learning 50%
• Update Mechanism 50%
• Well-defined 50%

Computer Science

• Concept Drift 100%
• Data Distribution 33%
• Learning System 33%
• Machine Learning 33%
• Natural Language Processing 33%
• Representation Method 33%
• Research Direction 33%
• Text Representation 33%
• Update Mechanism 66%