Method and system for cold start candidate recommendation

• Main Authors: Inamdar, Sonali Vijay, Chow, Simon, Hernández Rincón, Carlos E
• Format: Patent
• Language: English
• Published: 12.07.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

A system and method are presented for cold start candidate recommendation. In some examples, a search query request that includes a candidate search parameter can be received for a candidate list. During a first search query, a subset of candidates from a plurality of candidates can be identified based on a comparison of each candidate vector for each candidate and a candidate search parameter vector for the candidate search parameter, and ranked to provide an initial ranked candidate list based on assigned scores for the subset of candidates. During a second search query, the search parameter a candidate index can be evaluated to identify a set of candidates from the plurality of candidates, re-ranked to provide an updated ranked candidate list corresponding to the candidate list based on updated assigned scores for the set candidates and a re-ranking parameter.