In an example embodiment, one or more sample ideal candidate member profiles in a social
networking service are obtained, as well as one or more sample search result member …

Techniques for using recruiter review data to create training, validation and test sets for
automated sourcing are described. An example system obtains sample suggested …

In an example embodiment, one or more specified ideal candidates are used to perform a
search in a database. One or more attributes are extracted from one or more ideal candidate …

Techniques for providing explanations of candidate search queries are described. The
queries can be created using query intent clustering in an automated sourcing tool. In an …

(57) ABSTRACT A method of communicating information, comprising mod eling a stream of
sensor data, to produce parameters of a predictive statistical model; communicating …

A method includes detecting a keyword within an audio stream. The keyword is one of
multiple keywords in a database, in which each of the multiple keywords relates to at least …

A method for matching jobs includes providing a master skill ledger module for identifying
skills, wherein the skills are grouped into clusters and categories, providing a platform for …

Methods are presented for providing dynamic search filter suggestions that are updated and
ranked based on the user filter selections. One method includes detecting a query received …

In an example embodiment an approximate nearest neighbor framework is provided to
query user activity data to find users who are similar to users who have been “matched” to a …

A method is provided. The method comprises receiving, from a user device, a current search
query that is in an unstructured format; after receiving the current search query from the user …