Optimizing Query Evaluations using Reinforcement Learning for Web Search.
Corby RossetDamien JoseGargi GhoshBhaskar MitraSaurabh TiwaryPublished in: CoRR (2018)
Keyphrases
- web search
- reinforcement learning
- search queries
- query suggestion
- search engine
- user queries
- query dependent
- database
- response time
- search result
- query processing
- web search engines
- ad hoc retrieval
- relevance ranking
- web queries
- web searches
- federated search
- search logs
- user clicks
- result lists
- function approximation
- query logs
- query evaluation
- document relevance
- web retrieval
- web search queries
- improving web search
- data structure
- state space
- machine learning
- current web search engines
- personalized web search
- web pages
- query expansion
- user intent
- information retrieval systems
- keyword search
- multi agent
- enterprise search
- ranked list
- personalized search
- learning algorithm
- click logs
- query formulation
- query reformulation