Systems and methods for data mining and automated generation of search query rewrites

摘要

Various embodiments include systems and methods for data mining of search engine and network operations to automatically identify query events. Data aggregated from such query events and stored as query history data may be processed to identify query ranking mismatches. These identified mismatches may be used with the query history data and target settings to automatically generate query rewrite data. In certain embodiments, this query rewrite data may be used to generate query rewrite input language (QRIL) records. Such QRIL records may then be used to automatically generate standardized rewrites which automatically resolve any conflicts between rewrites in a particular search engine.

主权项

1. A system comprising:
a data mining device comprising:
an input module configured to receive, from a network system comprising a search engine, a set of query history data, the set of query history data comprising at least a query value, a set of ranked search results associated with the query value, and a set of user interaction data associated with the query value;a data mining module coupled to the input module configured to automatically process the set of query history data to identify a query ranking mismatch and to generate a set of query rewrite data, wherein the set of query rewrite data comprises constraint data and rewrite data, wherein the constraint data comprises at least a first trigger value, and wherein the rewrite data identifies at least a first query rewrite value associated with the first trigger value; andan output module configured to communicate, from the automatic query rewrite generation device to a query transcoder, the set of query rewrite data.