An automated method to conduct importance-performance analysis of product attributes from online reviews - An extension with a case study

Keyphrases

• Product Analysis 100%
• Automated Method 100%
• Product Attributes 100%
• Online Reviews 100%
• Importance-performance Analysis 100%
• Product Designer 33%
• Exponential Growth 33%
• Laptop 33%
• Customer Preference 33%
• Social Media 33%
• Latent Dirichlet Allocation 33%
• IBM Watson 33%
• Amazon 33%
• Online Social Interaction 33%
• Aspect-based Sentiment Analysis 33%
• Natural Language Understanding 33%
• Online Data 33%
• Product Information 33%
• Electronic Markets 33%
• Media Products 33%
• Text Reviews 33%
• Data Sparsity 33%
• Attribute Importance 33%
• Important Performance Analysis 33%
• XGBoost Model 33%

Computer Science

• Case Study 100%
• Performance Analysis 100%
• Sparsity 50%
• Traditional Method 50%
• Customer Preference 50%
• Latent Dirichlet Allocation 50%
• Valuable Source 50%
• Information Product 50%
• Natural-Language Understanding 50%
• Exponential Growth 50%
• Extreme Gradient Boosting 50%
• Aspect-Based Sentiment Analysis 50%

Engineering

• Limitations 100%
• Performance Analysis 100%
• Sparsity 50%
• Exponential Growth 50%
• Dirichlet 50%
• Product Designer 50%
• Language Understanding 50%
• Opinion Mining 50%