Abstract:
Techniques are described herein for automated assistants that search various alternative corpora for information. In various implementations, a method may include receiving, by an automated assistant via an input component of a first client device, a free form input, wherein the free form input includes a request for specific information; searching a general purpose corpus of online documents to obtain a first set of candidate response(s) to the request for specific information; searching a user-specific corpus of active document(s) to obtain a second set of candidate response(s) to the request for specific information; comparing the first and second sets of candidate responses; based on the comparing, selecting a given response to the request for specific information from the first or second set; and providing, by the automated assistant, output indicative of the given response.
Abstract:
A computer-implemented method that includes for each geographic object of a geo-object set, identifying, using a computer, one or more geographic cells of a geographic mapping that each correspond to a geographic area proximate to at least a portion of a geometry of the geographic object and assigning a weighting value to each of the one or more geographic cells identified as corresponding to a geographic area proximate to at least a portion of a geometry of the geographic object such that the one or more geographic cells are associated with the geo-object. The method also including, for each geographic cell assigned one or more weighting values, aggregating the one or more weighting values assigned to the geographic cell to generate an aggregated weighting value for the geographic cell, identifying a set of dense geographic cells (each geographic cell of the set of dense geographic cells having an aggregated weighting value that satisfies a weighting threshold criteria) and generating an index associating each of the one or more geographic cells of the set of dense geographic cells with one or more geographic objects associated with the geographic cell.
Abstract:
Techniques are described herein for automated assistants that search various alternative corpora for information. In various implementations, a method may include receiving, by an automated assistant via an input component of a first client device, a free form input, wherein the free form input includes a request for specific information; searching a general purpose corpus of online documents to obtain a first set of candidate response(s) to the request for specific information; searching a user-specific corpus of active document(s) to obtain a second set of candidate response(s) to the request for specific information; comparing the first and second sets of candidate responses; based on the comparing, selecting a given response to the request for specific information from the first or second set; and providing, by the automated assistant, output indicative of the given response.
Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing contextual information to a user. In one aspect, a method includes receiving, from a user device, a query-independent request for contextual information relevant to an active resource displayed in an application environment on the user device, determining content described by the active resource in response to the query independent request, and identifying, in response to the query-independent request, multiple resources that are relevant to the content described by the active resource. Additional actions include, for each resource of the multiple resources, determining a corresponding measure of user engagement that reflects engagement of the resource by one or more users, selecting one or more of the multiple resources based on the measures of user engagement for the multiple resources, and providing, to the user device, a user interface element for display with the active resource.