Ranking candidate search results by activeness
AssigneeMicrosoft Technology Licensing, LLC
InventorsRui Ma, Keheng Zhang, Yongqing Yuan, Baolu Shen, Kefang Ning
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AssigneeMicrosoft Technology Licensing, LLC
InventorsRui Ma, Keheng Zhang, Yongqing Yuan, Baolu Shen, Kefang Ning
Estimating the term…
The disclosed embodiments provide a system for processing data. During operation, the system determines activity features for candidates that match parameters of a search from a moderator of an opportunity, wherein the activity features include an amount of interaction between a candidate and additional moderators and a frequency of visits by the candidate to a platform used to conduct the interaction between the candidate and the additional moderators. Next, the system applies a machine learning model to the activity features to produce activeness scores representing levels of activity of the candidates with respect to the platform. The system then generates a ranking of the candidates according to the activeness scores. Finally, the system outputs at least a portion of the ranking as a set of search results of the search.
A method comprising:
An apparatus comprising:
A non-transitory computer-readable storage medium having instructions stored thereon, which when executed by a processing circuit of an apparatus cause the apparatus to:
Dependencies are inferred from the claim text.