Increasing dimensionality of data structures
AssigneeGoogle Inc.
InventorsChristian Posse, Pei-Chun Chen
Life of this patent
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Abstract
Methods, apparatus, systems, and computer-readable media are provided for increasing dimensionality of data structures associated with filling positions. In some implementations, a prediction of desired experience for a given position to be filled may be incorporated into a searchable field of the data structure. Among other things, increasing the dimensionality of the data structure may facilitate more granular searching of positions and guided creation of new positions to be filled. In some implementations, a predicted desired experience may be used to notify a user posting a new position whether a specified desired experience corresponds to a predicted desired experience.
Claims18
A computer-implemented method, comprising:
- receiving, from a remote computing device, new position information that specifies one or more candidate qualifications for filling a new position;
- generating, in a searchable corpus of positions, a new data structure to represent the new position based on the new position information;
- generating a predicted desired experience for the new position by providing the one or more candidate qualifications to a model;
- incorporating the predicted desired experience into a searchable field of the new data structure;
- receiving, from a computing device operated by a candidate, a search query seeking positions associated with a specified desired experience;
- identifying responsive positions in the searchable corpus of positions based on the specified desired experience, wherein the responsive positions include the new position;
- ranking the responsive positions based on desired experiences associated with the respective responsive positions, wherein the new position is ranked relative to one or more other responsive positions based on the one or more other responsive positions being associated with respective desired experiences that were explicitly-defined, rather than predicted;
- and
- providing a query response that includes a search result presentation interface that presents the ranked responsive positions.
A system comprising one or more processors and memory operably coupled to the one or more processors and storing instructions that, in response to execution of the instructions by the one or more processors, cause the one or more processors to:
- receive, from a remote computing device, new position information that specifies one or more candidate qualifications for filling a new position;
- generate, in a searchable corpus of positions, a new data structure to represent the new position based on the new position information;
- generate a predicted desired experience for the new position by providing the one or more candidate qualifications to a model;
- incorporate the predicted desired experience into a searchable field of the new data structure;
- receive, from a computing device operated by a candidate, a search query seeking positions associated with a specified desired experience;
- identify responsive positions in the searchable corpus of positions based on the specified desired experience, wherein the responsive positions include the new position;
- rank the responsive positions based on desired experiences associated with the respective responsive positions, wherein the new position is ranked relative to one or more other responsive positions based on the one or more other responsive positions being associated with respective desired experiences that were explicitly-defined, rather than predicted;
- and
- provide a query response that includes a search result presentation interface that presents the ranked responsive positions.
Dependencies are inferred from the claim text.