SKILL EXTRACTION SYSTEM
First Claim
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1. A method comprising:
- extracting a plurality of skill seed phrases from a plurality of member profiles of a social networking service;
using one or more computer processors, disambiguating the plurality of skill seed phrases to create a plurality of disambiguated skill seed phrases; and
de-duplicating the plurality of disambiguated skill seed phrases to create a plurality of de-duplicated skill seed phrases, the de-duplicated skill seed phrases identifying a plurality of skills.
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Abstract
In an example, disclosed is a machine automated method of identifying a set of skills. In some examples, the method includes extracting a plurality of skill seed phrases from a plurality of member profiles of a social networking site, creating a plurality of disambiguated skill seed phrases by disambiguating the plurality of skill seed phrases using one or more computer processors, and de-duplicating the plurality of disambiguated skill seed phrases to create a plurality of de-duplicated skill seed phrases.
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Citations
27 Claims
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1. A method comprising:
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extracting a plurality of skill seed phrases from a plurality of member profiles of a social networking service; using one or more computer processors, disambiguating the plurality of skill seed phrases to create a plurality of disambiguated skill seed phrases; and de-duplicating the plurality of disambiguated skill seed phrases to create a plurality of de-duplicated skill seed phrases, the de-duplicated skill seed phrases identifying a plurality of skills. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system, comprising:
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an extraction module configured to extract a plurality of skill seed phrases from a plurality of member profiles of a social networking service; a disambiguation module configured to disambiguating the plurality of skill seed phrases to create a plurality of disambiguated skill seed phrases; and a de-duplication module configured to de-duplicate the plurality of disambiguated skill seed phrases to create a plurality of de-duplicated skill seed phrases, the plurality of de-duplicated skill seed phrases identifying a plurality of skills. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A machine readable storage medium including instructions, which when executed on the machine, cause the machine to:
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extract a plurality of skill seed phrases from a plurality of member profiles of a social networking service; disambiguate the plurality of skill seed phrases to create a plurality of disambiguated skill seed phrases; and de-duplicate the plurality of disambiguated skill seed phrases to create a plurality of de-duplicated skill seed phrases, the de-duplicated skill seed phrases identifying a plurality of skills. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27)
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Specification