A Convolutional Neural Network and Matrix Factorization-Based Travel Location Recommendation Method Using Community-Contributed Geotagged Photos.
Thaair AmeenLing ChenZhenxing XuDandan LyuHongyu ShiPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- matrix factorization
- convolutional neural network
- photo sharing
- geo tagged
- collaborative filtering
- location information
- face detection
- recommender systems
- nonnegative matrix factorization
- low rank
- image collections
- missing data
- negative matrix factorization
- factorization methods
- data sparsity
- data matrix
- factor analysis
- photo collections
- item recommendation
- tensor factorization
- visual features
- variational bayesian
- probabilistic matrix factorization
- personalized ranking
- implicit feedback
- object detection
- latent factors
- online communities
- high order
- detection method