Microsoft Corporation
MACHINE LEARNED MODEL FRAMEWORK FOR SCREENING QUESTION GENERATION

Abstract:

In an example embodiment, a screening question-based online screening mechanism is provided to assess job applicants automatically. More specifically, job-specific questions are automatically generated and asked to applicants to assess the applicants using the answers they provide. Answers to these questions are more recent than facts contained in a user profile and thus are more reliable measures of an appropriateness of an applicant's skills for a particular job.