Scalable Content-Aware Collaborative Filtering for Location Recommendation

Mathematics

• Collaborative Filtering 100%
• Recommendations 63%
• User Profile 19%
• Semantics 16%
• Graph Laplacian 13%
• Matrix Factorization 12%
• Social Networks 11%
• Laplacian Matrix 11%
• Baseline 10%
• Optimization Algorithm 10%
• Drawing 9%
• Scenarios 8%
• Learning 8%
• Human 8%
• Efficient Algorithms 8%
• Scaling 8%
• Evaluate 7%
• Linearly 7%
• Relationships 5%
• Performance 5%
• Framework 5%

Engineering & Materials Science

• Collaborative filtering 66%
• Feedback 37%
• Sampling 20%
• Semantics 20%
• Factorization 14%