公开(公告)号：US20170228697A1

公开(公告)日：2017-08-10

申请号：US15496679

申请日：2017-04-25

申请人： Oliver Brdiczka ,  Sunil Kochikar Pai ,  Amrit Saxena ,  Sebastian Pablo Acuña Keller

发明人： Oliver Brdiczka ,  Sunil Kochikar Pai ,  Amrit Saxena ,  Sebastian Pablo Acuña Keller

IPC分类号： G06Q10/10

CPC分类号： G06Q10/1053

摘要： An improved system and method for matching candidates to a job using job similarity and candidate similarity is provided. A job model with clustered feature datasets may be generated from a corpus of candidate profiles, may be initialized by boosting clustered features weights, and may be iteratively tuned using feedback about the fit of candidates to the job model. A collation of career streams may be generated from a corpus of candidate profiles with a count of occurrences of each career stream within the corpus of candidate profiles. A job profile may be matched to candidate profiles either by determining candidate match scores between a job model of the job profile using clustered feature datasets or by determining job similarity scores between the job profile and jobs in the candidate profiles using career stream counts, or by determining both candidate match scores and job similarity scores.