Ranking search results using click-based data

Ranking search results using click-based data

Methods and computer-storage media having computer-executable instructions embodied thereon that facilitate generating a machine-learned model for ranking search results using click-based data are provided. Data is referenced from user queries, which may include search results generated by general s...

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Hauptverfasser: MEYERS CHRISTOPHER AVERY, PATTABIRAMAN KUMARESH, MCDONALD KIERAN RICHARD, KANUNGO TAPAS, MALHOTRA NIPOON, AGRAWAL NITIN
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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creator MEYERS CHRISTOPHER AVERY
PATTABIRAMAN KUMARESH
MCDONALD KIERAN RICHARD
KANUNGO TAPAS
MALHOTRA NIPOON
AGRAWAL NITIN
description Methods and computer-storage media having computer-executable instructions embodied thereon that facilitate generating a machine-learned model for ranking search results using click-based data are provided. Data is referenced from user queries, which may include search results generated by general search engines and vertical search engines. A training set is generated from the search results and click-based judgments are associated with the search results in the training set. Based on click-based judgments, identifiable features are determined from the search results in a training set. Based on determining identifiable features in a training set, a rule set is generated for ranking subsequent search results.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title Ranking search results using click-based data
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