System and method for improving a resume according to a job description
First Claim
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1. A method comprising:
- generating, by a processing device, a first user profile signature based on a first user profile element associated with a user, the first user profile signature comprising a plurality of vectors, wherein each vector comprises a topic and a respective weight that identifies a relevancy for the topic, and wherein the first user profile element comprises unstructured text;
generating, by the processing device, a first job description signature based on a first job description element associated with a job description;
comparing the first user profile signature with the first job description signature;
determining a first score indicating a strength of a match between the first user profile element and the job description based on the comparing the first user profile signature with the first job description signature;
determining a relevancy score threshold indicating whether to include the first user profile element in a resume;
comparing the first score to the relevancy score threshold; and
updating, by the processing device, a resume associated with the first user, wherein the updating comprises parsing, by the processing device, the resume associated with the first user and including, by the processing device, the first user profile into the parsed resume.
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Abstract
The present invention relates to a system and method for improving a resume according to a job description, including generating a first user profile signature based on a first user profile element associated with a user, generating a first job description signature based on a first job description element associated with a job description; and comparing the first user profile signature with the first job description signature to determine a first score indicating a strength of a match between the first user profile element and the job description.
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Citations
18 Claims
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1. A method comprising:
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generating, by a processing device, a first user profile signature based on a first user profile element associated with a user, the first user profile signature comprising a plurality of vectors, wherein each vector comprises a topic and a respective weight that identifies a relevancy for the topic, and wherein the first user profile element comprises unstructured text; generating, by the processing device, a first job description signature based on a first job description element associated with a job description; comparing the first user profile signature with the first job description signature; determining a first score indicating a strength of a match between the first user profile element and the job description based on the comparing the first user profile signature with the first job description signature; determining a relevancy score threshold indicating whether to include the first user profile element in a resume; comparing the first score to the relevancy score threshold; and updating, by the processing device, a resume associated with the first user, wherein the updating comprises parsing, by the processing device, the resume associated with the first user and including, by the processing device, the first user profile into the parsed resume. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system comprising:
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a resume generation program comprising a processing device, the resume generation program communicatively connected via a network to a communication device, wherein the resume generation program is configured to; generate, by the processing device, a first user profile signature based on a first user profile element associated with a user, the first user profile signature comprising a plurality of vectors, wherein each vector comprises a topic and a respective weight that identifies a relevancy for the topic, and wherein the first user profile element comprises unstructured text, generate a first job description signature based on a first job description element associated with a job description, compare the first user profile signature with the first job description signature; determine a first score indicating a strength of a match between the first user profile element and the job description based on the compare the first user profile signature with the first job description signature; determine a relevancy score threshold indicating whether to include the first user profile element in a resume; compare the first score to the relevancy score threshold; and update a resume associated with the first user, wherein the update comprises parse the resume associated with the first user and include the first user profile into the parsed resume. - View Dependent Claims (11, 12, 13, 14, 15, 16)
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17. A non-transitory computer readable storage medium comprising data that, when executed by a processing device, causes the processing device to execute operations comprising:
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generating, by the processing device, a first user profile signature based on a first user profile element associated with a user, the first user profile signature comprising a plurality of vectors, wherein each vector comprises a topic and a respective weight that identifies a relevancy for the topic, and wherein the first user profile element comprises unstructured text; generating a first job description signature based on a first job description element associated with a job description; comparing the first user profile signature with the first job description signature; determining a first score indicating a strength of a match between the first user profile element and the job description based on the comparing the first user profile signature with the first job description signature; based on the comparing the first user profile signature with the first job description signature; determining a relevancy score threshold indicating whether to include the first user profile element in a resume; comparing the first score to the relevancy score threshold; and updating, by the processing device, a resume associated with the first user, wherein the updating comprises parsing, by the processing device, the resume associated with the first user and including, by the processing device, the first user profile into the parsed resume. - View Dependent Claims (18)
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Specification