APPARATUSES AND METHODS FOR LINKING POSTING DATA

1 . An apparatus for linking posting data to a plurality of user identifiers, the apparatus comprising:

at least a processor; and

a memory communicatively connected to the processor, the memory containing instructions configuring the at least a processor to:

receive a plurality of user identifiers relating to a plurality of users, wherein a user identifier of the plurality of user identifiers comprises at least a video resume;

receive posting data from a posting generator of a plurality of posting generators;

identify a plurality of keywords within the posting data;

generate a keyword ranking based on a plurality of weighted values reflecting priority among the plurality of keywords;

match a plurality of keywords of the keyword ranking to the plurality of user identifiers; and

generate, as a function of the matching, a ranking of the plurality of user identifiers based on a superiority criterion of each user identifier using a fuzzy set inference system.

2 . The apparatus of claim 1 , wherein:

the at least video resume contains at least verbal content; and

the memory contains instructions further configuring the processor to utilize at least an audiovisual speech recognition process to convert the verbal content into textual data.

3 . The apparatus of claim 1 , wherein the posting data comprises a plurality of descriptive data elements pertaining to the posting generator.

4 . The apparatus of claim 1 , wherein the plurality of keywords comprises at least the plurality of descriptive data elements.

5 . The apparatus of claim 1 , wherein the memory contains instructions further configuring the processor to use a language processing module to extract the plurality of keywords from the posting data.

6 . The apparatus of claim 1 , wherein the memory contains instructions further configuring the processor to use optical character recognition to extract the plurality of keywords from the posting data.

7 . The apparatus of claim 1 , wherein generating the keyword ranking based on the plurality of weighted values comprises using a machine learning process including a feedback loop to generate the plurality of weighted values based on training data containing at least priority feedback from the plurality of posting generators.

8 . The apparatus of claim 7 , wherein the at least priority feedback from the plurality of posting generators is received from a priority feedback database containing a plurality of samples related to the keyword ranking.

9 . The apparatus of claim 1 , wherein matching a plurality of keywords to the plurality of user identifiers comprises using a machine learning classification algorithm configured to output data bins of a plurality of particular user identifiers matched to the posting data.

10 . The apparatus of claim 9 , wherein using the machine learning classification algorithm further comprises using a language processing module.

11 . A method for using linking posting data to a plurality of user identifiers, the method comprising:

receiving, using a computing device, a plurality of identifiers relating to a plurality of users, wherein a user identifier of the plurality of user identifiers comprises at least a video resume;

receiving, using a computing device, posting data from a posting generator of a plurality of posting generators;

identifying, using a computing device, a plurality of keywords within the received posting data;

generating, using a computing device, a keyword ranking based on a plurality of weighted values reflecting priority among the plurality of keywords;

matching, using a computing device, a plurality of keywords of the keyword ranking to the plurality of user identifiers; and

generating, using a computing device, a ranking of the plurality of user identifiers based on a superiority criterion of each user identifier using a fuzzy set inference system.

12 . The method of claim 11 , wherein:

the at least video resume contains at least verbal content; and

the method further comprises using at least an audiovisual speech recognition process to convert the verbal content into textual data.

13 . The method of claim 11 , wherein the posting data comprises a plurality of descriptive data elements pertaining to the posting generator.

14 . The method of claim 11 , wherein the plurality of keywords comprises at least the plurality of descriptive data elements.

15 . The method of claim 11 , wherein the method further comprises using language processing module to extract a plurality of keywords from the received posting data.

16 . The apparatus of claim 11 , wherein the method includes using optical character recognition to extract the plurality of keywords from the posting data.

17 . The method of claim 11 , wherein generating the keyword ranking based on the plurality of weighted values comprises using a machine learning process including a feedback loop to generate the plurality of weighted values based on training data containing at least priority feedback from the plurality of posting generators.

18 . The apparatus of claim 17 , wherein the at least priority feedback from the plurality of posting generators is received from a priority feedback database containing a plurality of samples related to the keyword ranking.

19 . The method of claim 11 , wherein matching a plurality of keywords to the plurality of user identifiers comprises using a machine learning classification algorithm configured to output data bins of a plurality of particular user identifiers matched to the posting data.

20 . The method of claim 19 , wherein using the machine learning classification algorithm further comprises using a language processing module.