Google Inc.

Emanuel Taropa

Ishai Rabinovitz

Yaxin Liu

Andrew Robert Kirmse

Andrew Theodore Wansley

Ivan Young Lee

Ralitsa Lyudmilova Angelova

Jean-Yves Delort

Kenny J Leftin

Alec W Berryman

Rajesh Venkataraman

Tomasz Kaftal

Pete Richard Lidwell

Jeffrey Adgate Dean

Nitin Kumar Gupta

Simon Tong

Noam M Shazeer

Anwis Das

Ryan P Doherty

Rohan Anil

Murtaza A Basrai

Battulga Bayarsaikhan

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for ranking query completions based on activity session data. One of the methods includes receiving a query prefix from a user. A reference parameter for the user is obtained. One or more likely queries that are likely to co-occur with the reference parameter in user activity sessions are identified, wherein each likely query has an associated prediction score. A ranking of the one or more likely queries is provided in response to receiving the query prefix.

Query completions

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for storing and accessing data in a cloud system. One of the methods includes receiving an identification of log data that records occurrences of events; receiving a specification of a plurality of different event types to be indexed; indexing the log data according to the specification and group identifiers; receiving a query specifying a reference parameter and requesting one or more predicted events; searching the indexed groups to identify a plurality of groups having events associated with the reference parameter; computing one or more predicted events, from the identified plurality of groups, that are most likely to co-occur in the indexed groups with events associated with the reference parameter; and providing the computed one or more predicted events.

Cloud inference system

A method for identifying products associated with items of content, including: receiving, by a server from a first client device, a first request for a first item of content; retrieving, by the server from data storage, the first item of content in response to the first request for the first item of content; retrieving, by the server from data storage, an identification of an Internet search request transmitted by a second client device within a predetermined temporal window of playback of the first item of content by the second client device; retrieving, by the server from data storage, a second item of content selected in response to the Internet search request transmitted by the second client device; and providing, by the server to the first client device, the first and second items of content.

Annotation of videos using aggregated user session data

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicting context-relevant information based on large-scale aggregations of data. One of the methods includes receiving a user context of a user, wherein the user context specifies a location of a user device being used by the user. Data that represents counts of websites visited by users matching the user context is obtained. Data that represents counts of websites visited by users in general is obtained. Using the obtained counts, one or more likely websites visited by users matching the user context more frequently than by users in general is determined. Information identifying the one or more likely websites in response to receiving the user context is provided.

Providing context-relevant information to users

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for reranking query completions based on activity session data. One of the methods includes receiving a query prefix from a user. Query completions are obtained for the query prefix. One or more likely queries that are likely to co-occur with a reference query in user activity sessions are obtained. If one of the likely queries matches one of the query completions, a modified ranking of the query completions is determined, including boosting a ranking of matching query completions. The modified ranking of the query completions is provided in response to receiving the query prefix.

Reranking query completions

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San Jose, CA, United States of America

Emanuel Taropa