Stochastic simulation
Quickly generating billion-record synthetic databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
A technique for measuring the relative size and overlap of public Web search engines
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Query-based sampling of text databases
ACM Transactions on Information Systems (TOIS)
Minimal probing: supporting expensive predicates for top-k queries
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Discovering the representative of a search engine
Proceedings of the eleventh international conference on Information and knowledge management
Proceedings of the 27th International Conference on Very Large Data Bases
Dynamic sample selection for approximate query processing
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
A two-phase sampling technique for information extraction from hidden web databases
Proceedings of the 6th annual ACM international workshop on Web information and data management
Downloading textual hidden web content through keyword queries
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Capturing collection size for distributed non-cooperative retrieval
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Estimating corpus size via queries
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Sampling, information extraction and summarisation of hidden web databases
Data & Knowledge Engineering - Special issue: WIDM 2004
Efficient search engine measurements
Proceedings of the 16th international conference on World Wide Web
A random walk approach to sampling hidden databases
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Distributed search over the hidden web: hierarchical database sampling and selection
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Random sampling from a search engine's index
Journal of the ACM (JACM)
Mining search engine query logs via suggestion sampling
Proceedings of the VLDB Endowment
Efficient estimation of the size of text deep web data source
Proceedings of the 17th ACM conference on Information and knowledge management
Leveraging COUNT Information in Sampling Hidden Databases
ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering
Privacy preservation of aggregates in hidden databases: why and how?
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Crawling the content hidden behind web forms
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
HengHa: data harvesting detection on hidden databases
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Effective and efficient sampling methods for deep web aggregation queries
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Just-in-time analytics on large file systems
FAST'11 Proceedings of the 9th USENIX conference on File and stroage technologies
Attribute domain discovery for hidden web databases
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Mining a search engine's corpus: efficient yet unbiased sampling and aggregate estimation
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
MOBIES: mobile-interface enhancement service for hidden web database
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Sampling hidden objects using nearest-neighbor oracles
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Effective stratification for low selectivity queries on deep web data sources
Proceedings of the 20th ACM international conference on Information and knowledge management
Optimal algorithms for crawling a hidden database in the web
Proceedings of the VLDB Endowment
Interactive pattern mining on hidden data: a sampling-based solution
Proceedings of the 21st ACM international conference on Information and knowledge management
Database Size Estimation by Query Performance -- A Complexity Aspect
UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
Size estimation of non-cooperative data collections
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Mining a search engine's corpus without a query pool
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Rank discovery from web databases
Proceedings of the VLDB Endowment
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Many websites provide restrictive form-like interfaces which allow users to execute search queries on the underlying hidden databases. In this paper, we consider the problem of estimating the size of a hidden database through its web interface. We propose novel techniques which use a small number of queries to produce unbiased estimates with small variance. These techniques can also be used for approximate query processing over hidden databases. We present theoretical analysis and extensive experiments to illustrate the effectiveness of our approach.