User Profile Feature-Based Approach to Address the Cold Start Problem in Collaborative Filtering for Personalized Movie Recommendation

Keyphrases

• Feature-based 100%
• User Profile 100%
• Recommender Systems 100%
• User Feature 100%
• Cold-start Problem 100%
• Movie Recommendation 100%
• Collaborative Filtering 100%
• Profile Features 100%
• Prediction Accuracy 50%
• Exponential Growth 50%
• Informed Decision-making 50%
• Prediction Algorithms 50%
• User-generated Content 50%
• Feature Ranking 50%
• Collaborative Filtering Algorithm 50%
• Feature Generation 50%
• User-item Interaction 50%
• Feature Evaluation 50%
• Past Users 50%
• Movie Recommendation System 50%
• Timely Decisions 50%
• MovieLens 50%

Computer Science

• Recommender Systems 100%
• Cold Start Problem 100%
• Collaborative Filtering 100%
• Input Parameter 50%
• Exponential Growth 50%
• User-Generated Content 50%
• collaborative filtering algorithm 50%
• Feature Generation 50%

Engineering

• Filtration 100%
• User Profile 100%
• Cold Start 100%
• Input Parameter 50%
• Exponential Growth 50%
• Filtering Algorithm 50%