Playing by the rules: mining query associations to predict search performance.
Youngho KimAhmed Hassan AwadallahRyen W. WhiteYi-Min WangPublished in: WSDM (2013)
Keyphrases
- association rules
- user queries
- search queries
- search mechanism
- query formulation
- query reformulation
- log analysis
- association rule mining
- response time
- data mining
- search algorithm
- search experience
- query suggestion
- sequence databases
- text mining
- result set
- complex queries
- mining association rules
- query processing
- original query
- search results clustering
- effective pruning
- query specific
- exploratory search
- video search
- relevance feedback
- data structure
- query refinement
- return a ranked list
- apriori algorithm
- search tasks
- keyword search
- search quality
- query recommendation
- transformation rules
- database
- search terms
- query interface
- inverted index
- keyword queries
- frequent patterns
- frequent itemsets
- rule mining
- retrieval process
- search result diversification
- indexing techniques
- search engine
- search space
- query evaluation
- knowledge discovery
- web search
- data mining techniques
- itemsets
- attribute values
- search query logs
- query expansion
- user intent
- similarity search
- indexing structure
- retrieval systems
- prior art
- relevant documents
- sequential patterns
- mining algorithm
- information seeking
- log data