Search extraction matching, draw attention-fit modality, application morphing, and informed apply apparatuses, methods and systems
The Search Extraction Matching, Draw Attention-Fit Modality, Application Morphing, and Informed Apply Apparatuses, Methods and Systems (“SEMATFM-AMIA”) transforms inputs including new job listing introduction inputs, via SEMATFM-AMIA components (e.g., the conductor component, the resume view controller component, the XY paths handler component, the title handler component, the resume librarian component, and the job listing librarian component), into outputs including relevant resume outputs and/or augmented new job listing record outputs. It is noted that the terms “component” and “object” may be used interchangeably hereinthroughout. In one embodiment, the SEMATFM-AMIA includes an apparatus, comprising: a memory, a component collection in the memory, and a processor disposed in communication with the memory, and configured to issue a plurality of processing instructions from the component collection stored in the memory. SEMATFM-AMIA may then receive, in connection with an application to a job, a resume adjustment request, where the request includes one or more raw terms of a resume, one or more normalized terms of the resume, one or more raw terms of a job listing corresponding to the job, and one or more normalized terms of the job listing. SEMATFM-AMIA may load said resume normalized terms and said job listing normalized terms into a joined normalized terms set, and add to a common normalized terms set normalized term members of the joined normalized terms set which meet a count criterion. SEMATFM-AMIA may visit each of one or more normalized term members of the common normalized terms set. After further receiving, adding, visiting, providing and otherwise processing data, SEMATFM-AMIA may receive, from the resume adjuster component, a request to formulate the adjusted resume record, wherein said record formulation request includes specification of the resume and substitution information, and formulate the adjusted resume record which substitutes each of user-selected resume raw terms with a corresponding user-selected job listing raw term, wherein the formulation includes accessing one or more stores.
1 . A resume composite apparatus, comprising:
at least one memory;
a component collection stored in the at least one memory; and
any of at least one processor disposed in communication with the at least one memory, the any of at least one processor executing processor-executable instructions from the component collection, storage of the component collection structured with processor-executable instructions comprising:
receive, in connection with an application to a job, a resume adjustment request, where the resume adjustment request includes one or more raw terms of a resume, one or more normalized terms of the resume, one or more raw terms of a job listing corresponding to the job, and one or more normalized terms of the job listing;
load said one or more normalized terms of the resume and said one or more normalized terms of the job listing into a joined normalized terms set;
add, to a common normalized terms set, normalized term members of the joined normalized terms set which meet a count criterion;
visit each of one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
add, to a crossover array, an element setting forth the visited one or more normalized term members of the common normalized terms set, said indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set, and said indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
visit each of one or more elements of the crossover array;
provide user notification of the visited one or more normalized term members of the element;
provide user notification of one or more raw terms of the resume of the element, said user notification of the one or more raw terms of the resume of the element comprising at least one of the one or more raw terms of the resume potentially mapping to the visited one or more normalized term members of the element;
provide user notification of the one or more raw terms of the job listing of the element, said user notification of the one or more raw terms of the job listing of the element comprising at least one of the one or more raw terms of the job listing potentially mapping to the visited one or more normalized term members of the element;
receive user selection of at least one of the one or more raw terms of the resume of the element;
receive user selection of at least one of the or more raw terms of the job listing of the element;
request formulation of an adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the resume received in connection with the resume adjustment request;
provide said one or more of the raw terms of the resume which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the job listing received in connection with the resume adjustment request;
provide said one or more raw terms of the job listing which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a request to formulate the adjusted resume record, in which said request to formulate the adjustment resume record includes specification of the resume and substitution information; and
formulate the adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element, in which the formulation includes accessing one or more stores.
2 . The apparatus of claim 1 , in which one or more of:
said user notification of the one or more raw terms of the resume of said element includes one or more strength scores; or
said user notification of the one or more raw terms of the job listing of said element includes one or more strength scores.
3 . The apparatus of claim 1 , further comprising any of: spawning a resume raw norm correlator component and spawning a job listing raw norm correlator component.
4 . The apparatus of claim 1 , further comprising any of:
receive a train further with raw array and norm array request, in which said norm array request includes one or more raw words drawn from the resume and one or more normalized words drawn from said resume; and
receive a second train further with second raw array and second norm array request, in which said second norm array request includes one or more raw words drawn from the job listing and one or more normalized words drawn from said job listing.
5 . A resume composite processor-readable, non-transient medium, the medium storing a component collection, storage of the component collection structured with processor-executable instructions comprising:
receive, in connection with an application to a job, a resume adjustment request, where the resume adjustment request includes one or more raw terms of a resume, one or more normalized terms of the resume, one or more raw terms of a job listing corresponding to the job, and one or more normalized terms of the job listing;
load said one or more normalized terms of the resume and said one or more normalized terms of the job listing into a joined normalized terms set;
add, to a common normalized terms set, normalized term members of the joined normalized terms set which meet a count criterion;
visit each of one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
add, to a crossover array, an element setting forth the visited one or more normalized term members of the common normalized terms set, said indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set, and said indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
visit each of one or more elements of the crossover array;
provide user notification of the visited one or more normalized term members of the element;
provide user notification of one or more raw terms of the resume of the element, said user notification of the one or more raw terms of the resume of the element comprising at least one of the one or more raw terms of the resume potentially mapping to the visited one or more normalized term members of the element;
provide user notification of the one or more raw terms of the job listing of the element, said user notification of the one or more raw terms of the job listing of the element comprising at least one of the one or more raw terms of the job listing potentially mapping to the visited one or more normalized term members of the element;
receive user selection of at least one of the one or more raw terms of the resume of the element;
receive user selection of at least one of the or more raw terms of the job listing of the element;
request formulation of an adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the resume received in connection with the resume adjustment request; and
provide said one or more of the raw terms of the resume which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the job listing received in connection with the resume adjustment request; and
provide said one or more raw terms of the job listing which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a request to formulate the adjusted resume record, in which said request to formulate the adjustment resume record includes specification of the resume and substitution information; and
formulate the adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element, in which the formulation includes accessing one or more stores.
6 . The medium of claim 5 , in which one or more of:
said user notification of the one or more raw terms of the resume of said element includes one or more strength scores; or
said user notification of the one or more raw terms of the job listing of said element includes one or more strength scores.
7 . The medium of claim 5 , further comprising any of: spawning a resume raw norm correlator component and spawning a job listing raw norm correlator component.
8 . The medium of claim 5 , further comprising any of:
receive a train further with raw array and norm array request, in which said norm array request includes one or more raw words drawn from the resume and one or more normalized words drawn from said resume; and
receive a second train further with second raw array and second norm array request, in which said second norm array request includes one or more raw words drawn from the job listing and one or more normalized words drawn from said job listing.
9 . A resume composite processor-implemented system, comprising:
means to store a component collection; and
means to process processor-executable instructions from the component collection, storage of the component collection structured with processor-executable instructions comprising:
receive, in connection with an application to a job, a resume adjustment request, where the resume adjustment request includes one or more raw terms of a resume, one or more normalized terms of the resume, one or more raw terms of a job listing corresponding to the job, and one or more normalized terms of the job listing;
load said one or more normalized terms of the resume and said one or more normalized terms of the job listing into a joined normalized terms set;
add, to a common normalized terms set, normalized term members of the joined normalized terms set which meet a count criterion;
visit each of one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
add, to a crossover array, an element setting forth the visited one or more normalized term members of the common normalized terms set, said indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set, and said indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
visit each of one or more elements of the crossover array;
provide user notification of the visited one or more normalized term members of the element;
provide user notification of one or more raw terms of the resume of the element, said user notification of the one or more raw terms of the resume of the element comprising at least one of the one or more raw terms of the resume potentially mapping to the visited one or more normalized term members of the element;
provide user notification of the one or more raw terms of the job listing of the element, said user notification of the one or more raw terms of the job listing of the element comprising at least one of the one or more raw terms of the job listing potentially mapping to the visited one or more normalized term members of the element;
receive user selection of at least one of the one or more raw terms of the resume of the element;
receive user selection of at least one of the or more raw terms of the job listing of the element;
request formulation of an adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the resume received in connection with the resume adjustment request;
provide said one or more of the raw terms of the resume which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set one or more raw terms of the job listing received in connection with the resume adjustment request;
provide said one or more raw terms of the job listing which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a request to formulate the adjusted resume record, in which said request to formulate the adjustment resume record includes specification of the resume and substitution information; and
formulate the adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element, in which the formulation includes accessing one or more stores.
10 . The system of claim 9 , in which one or more of:
said user notification of the one or more raw terms of the resume of said element includes one or more strength scores; or
said user notification of the one or more raw terms of the job listing of said element includes one or more strength scores.
11 . The system of claim 9 , further comprising any of: spawning a resume raw norm correlator component and spawning a job listing raw norm correlator component.
12 . The system of claim 9 , further comprising any of:
receive a train further with raw array and norm array request, in which said norm array request includes one or more raw words drawn from the resume and one or more normalized words drawn from said resume; and
receive a second train further with second raw array and second norm array request, in which said second norm array request includes one or more raw words drawn from the job listing and one or more normalized words drawn from said job listing.
13 . A resume composite process, including processing processor-executable instructions via any of at least one processor from a component collection stored in at least one memory, storage of the component collection structured with processor-executable instructions comprising:
receive, in connection with an application to a job, a resume adjustment request, where the resume adjustment request includes one or more raw terms of a resume, one or more normalized terms of the resume, one or more raw terms of a job listing corresponding to the job, and one or more normalized terms of the job listing;
load said one or more normalized terms of the resume and said one or more normalized terms of the job listing into a joined normalized terms set;
add, to a common normalized terms set, normalized term members of the joined normalized terms set which meet a count criterion;
visit each of one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set;
receive an indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
add, to a crossover array, an element setting forth the visited one or more normalized term members of the common normalized terms set, said indication of which of the one or more raw terms of the resume potentially map to the visited one or more normalized term members of the common normalized terms set, and said indication of which of the one or more raw terms of the job listing potentially map to the visited one or more normalized term members of the common normalized terms set;
visit each of one or more elements of the crossover array;
provide user notification of the visited one or more normalized term members of the element;
provide user notification of one or more raw terms of the resume of the element, said user notification of the one or more raw terms of the resume of the element comprising at least one of the one or more raw terms of the resume potentially mapping to the visited one or more normalized term members of the element;
provide user notification of the one or more raw terms of the job listing of the element, said user notification of the one or more raw terms of the job listing of the element comprising at least one of the one or more raw terms of the job listing potentially mapping to the visited one or more normalized term members of the element;
receive user selection of at least one of the one or more raw terms of the resume of the element;
receive user selection of at least one of the or more raw terms of the job listing of the element;
request formulation of an adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the element with the corresponding at least one of the one or more raw terms of the job listing of the element;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the resume received in connection with the resume adjustment request;
provide said one or more of the raw terms of the resume which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a correlations request, in which said correlations request includes the visited one or more normalized term members of the common normalized terms set and the one or more raw terms of the job listing received in connection with the resume adjustment request;
provide said one or more raw terms of the job listing which potentially map to the visited one or more normalized term members of the common normalized terms set;
receive a request to formulate the adjusted resume record, in which said request to formulate the adjustment resume record includes specification of the resume and substitution information; and
formulate the adjusted resume record which substitutes each of the at least one of the one or more raw terms of the resume of the elements with the corresponding at least one of the one or more raw terms of the job listing of the element, in which the formulation includes accessing one or more stores.
14 . The process of claim 13 , in which one or more of:
said user notification of the one or more raw terms of the resume of said element includes one or more strength scores; or
said user notification of the one or more raw terms of the job listing of said element includes one or more strength scores.
15 . The process of claim 13 , further comprising any of: spawning a resume raw norm correlator component and spawning a job listing raw norm correlator component.
16 . The process of claim 13 , further comprising any of:
receive a train further with raw array and norm array request, in which said norm array request includes one or more raw words drawn from the resume and one or more normalized words drawn from said resume; and
receive a second train further with second raw array and second norm array request, in which said second norm array request includes one or more raw words drawn from the job listing and one or more normalized words drawn from said job listing.