How Well do Offline and Online Evaluation Metrics Measure User Satisfaction in Web Image Search?
Fan ZhangKe ZhouYunqiu ShaoCheng LuoMin ZhangShaoping MaPublished in: SIGIR (2018)
Keyphrases
- user satisfaction
- evaluation metrics
- web image search
- evaluation measures
- precision and recall
- objective measures
- information systems
- kolmogorov smirnov
- learning to rank
- image search
- perceived usefulness
- search engine
- similarity measure
- image annotation
- web images
- image collections
- databases
- benchmark datasets
- information retrieval systems
- support vector
- metadata
- learning algorithm