Abstract: Systems and methods are disclosed for parsing resume documents using computer vision and optical character recognition technology in combination with a user feedback interface system to facilitate user feedback to improve the overall processing quality of the resumes that are imported into computer resume processing systems. In at least one embodiment, the system and method prompt a user to upload an input resume document, which is processed with a first parsing pass to generate initial resume data by extracting a plurality of resume text blocks. Further processing identifies an initial set of bounding blocks and to visually displays the initial resume data for user review and feedback to regroup one or more of the initial set of bounding blocks into a regrouped bounding block. Additional processing consolidates into a group text block each of the resume text blocks corresponding to the regrouped one or more of the initial set of bounding blocks.

Abstract: An artificial intelligence (AI) job recommender system and methods implement neural network machine learning by generating and utilizing actual and synthetic training data to identify, learn, and apply latent job-to-job transition information and trends to improve job recommendations. The AI job recommender system and method represent technological advances that, for example, identify data representations, identify multiple instances of latent information in actual data, develop synthetic training data, create a directed graph from latent, directional information, embed the directed graph into a vector space, and apply machine learning algorithms to technologically advance and transform a machine into a specialized machine that learns and improves job recommendations across the vector space.

Abstract: A telecommunication responsiveness system and method receives a job posting regarding an available job from a job provider including a telecommunication address of a job provider representative, associates and substitutes a virtual telecommunication address for the telecommunication address in the job available posting. The system and method then route any subsequent telecommunications from a job seeker through a communication tracking system of a job search intermediary to the job provider representative, allowing the job search intermediary to track and generate metrics for job provider communication responsiveness.

Abstract: A platform security system and method improve security by binding an identity of a self-contained certificate signing request (SC CSR) requestor to the SC CSR to prevent malicious tampering, such as man-in-the-middle attacks. In at least one embodiment, the requestor, such as a client computer system or other source of a request, requests certificates from a certificate authority (CA). Binding the identity of the SC CSR to the requestor can prevent unauthorized system and/or data access and potentially resultant unauthorized access, malicious tampering, such as man-in-the-middle attacks, and other unauthorized actions or observations. Validation can be performed at the CA on the SC CSR to determine the integrity of the requestor and authorization to receive certificates before the CA sends the certificate to the requestor.

Abstract: A method, system and/or computer usable program product for automatically managing the conveying of messages among multiple communication channels including (i) receiving, from a first computing system, an on-line message addressed to a user, (ii) automatically categorizing the message among a predetermined set of message categories stored in memory, (iii) identifying a set of on-line message channels preselected by the addressee user for receiving messages for each of the predetermined set of message categories, (iv) identifying a set of performance metrics stored in memory for optimizing message channel selection, (v) utilizing the performance metrics to automatically select an optimum message channel from the preselected message channels for sending the categorized message to a second computing system of the addressee user, (vi) automatically formatting the categorized message for the optimum message channel, and (vii) sending the formatted message on-line to the second computing system of the addressee us

Abstract: A platform security system and method improve security by binding an identity of a self-contained certificate signing request (SC CSR) requestor to the SC CSR to prevent malicious tampering, such as man-in-the-middle attacks. In at least one embodiment, the requestor, such as a client computer system or other source of a request, requests certificates from a certificate authority (CA). Binding the identity of the SC CSR to the requestor can prevent unauthorized system and/or data access and potentially resultant unauthorized access, malicious tampering, such as man-in-the-middle attacks, and other unauthorized actions or observations. Validation can be performed at the CA on the SC CSR to determine the integrity of the requestor and authorization to receive certificates before the CA sends the certificate to the requestor.

Abstract: A multiple platform, multiple creative testing system and method implement and utilize devices and processes for managing and implementing testing of multiple creatives across multiple independent online platforms. The system and method enable a provider of creatives to perform testing of multiple creatives, such as A/B testing, across multiple online platforms with an A test targeting a control group of targeted individuals and an independent B test concurrently targeting a disjoint test group of targeted individuals across multiple online platforms. The system and method accomplish testing through concurrently using two independent targeted tests utilizing separate creatives to disjoint groups of targeted individuals across multiple online platforms.

Abstract: Automatically managing virtual real-time online interviews between a job provider and qualified job seekers, including (i) receiving a request to automatically enable virtual real-time online interviews for a job listing with predetermined criteria between the job provider representative and job seekers meeting qualifications, (ii) responsive to receipt of the job provider interview request, automatically posting the job listing online, (iii) responsive to a job seeker requesting an online interview for the posted job listing, automatically determining whether job seeker qualifications meet the criteria, (vi) responsive to a positive determination, automatically placing the job seeker in a queue for interviewing regarding the job listing, (v) receiving a request to activate a virtual real-time online interview session with a job seeker in the queue, (vi) and activating an audio and visual connection between the interviewer computer system and the second computer system to conduct the virtual real-time online

Abstract: Systems and methods are disclosed for presenting images of multiple, variant user interfaces along with corresponding metrics for concurrent comparison by a user. Client interfaces allow a client to interact with an underlying system and/or application. Examples of client interfaces include webpages that are presented to a client in a client/server system. Embodiments of the disclosed system and method allows user interface designers to directly compare images of variants of a user interface and corresponding metrics with images of one or more other variants on a display. In at least one embodiment, an image of a variant and corresponding metrics are designated as a control against which images of other variants and corresponding metrics are directly compared on the display.

Abstract: An inter-frame and webpage generation and communication system and method provide a mechanism by which a parent webpage or frame can allocate a child frame of the displayed page for content generated by a web application other than that generating the parent webpage or frame and certain information can be exchanged between the child frame and the parent webpage or frame. Multiple frames of a webpage not only react to interactive events occurring within that frame, but also react to events occurring in child frames. In at least one embodiment, a mechanism for inter-frame communication is provided to enable communication between child and parent frames, and the inter-frame communication mechanism is agnostic as to whether the code displayed in the child and parent frames is provided by one or more web application servers.

Abstract: A method, system and/or computer usable program product for automatically managing the conveying of messages among multiple communication channels including (i) receiving, from a first computing system, an on-line message addressed to a user, (ii) automatically categorizing the message among a predetermined set of message categories stored in memory, (iii) identifying a set of on-line message channels preselected by the addressee user for receiving messages for each of the predetermined set of message categories, (iv) identifying a set of performance metrics stored in memory for optimizing message channel selection, (v) utilizing the performance metrics to automatically select an optimum message channel from the preselected message channels for sending the categorized message to a second computing system of the addressee user, (vi) automatically formatting the categorized message for the optimum message channel, and (vii) sending the formatted message on-line to the second computing system of the addressee us

Abstract: In at least on embodiment, a job application workflow system and method utilize a dynamic workflow engine to automatically and dynamically modify job application workflow to modify generation and presentation of a job application to a job applicant for a job with a job provider. The system and method respond to data input by the job applicant to dynamically modify a job application workflow in accordance to a set of rules. In at least one embodiment, the rule sets are of multiple types, such as general rules and job application specific rules, configured by multiple entities, such as a job provider and a job application host. This set of rules provided by the job provider and host for automatically generating the job application may be supplemented with conditions or additional rules previously set forth in the system.

Abstract: Systems and methods are disclosed for parsing resume documents using computer vision and optical character recognition technology in combination with a user feedback interface system to facilitate user feedback to improve the overall processing quality of the resumes that are imported into computer resume processing systems. In at least one embodiment, the system and method prompt a user to upload an input resume document, which is processed with a first parsing pass to generate initial resume data by extracting a plurality of resume text blocks. Further processing identifies an initial set of bounding blocks and to visually displays the initial resume data for user review and feedback to regroup one or more of the initial set of bounding blocks into a regrouped bounding block. Additional processing consolidates into a group text block each of the resume text blocks corresponding to the regrouped one or more of the initial set of bounding blocks.

Abstract: A knowledge distillation system and method trains neural networks utilizing a non-conventional relay buffer and augmented data tuples. In at least one embodiment, the knowledge distillation system and method pretrain a teacher model that implements a contextual bandit algorithm. A lightweight student model determines online contextual bandit data tuples as to context x, arm/action a, and reward/payoff r. The data tuples are stored in a replay buffer. The teacher model randomly samples data tuples from the replay buffer and augments the sampled data tuples. Augmented data tuples are stored in the replay buffer. The student model batch processes augmented data tuples to update parameters of contextual bandit data tuples.

Abstract: A platform security system and method improve security by binding an identity of a self-contained certificate signing request (SC CSR) requestor to the SC CSR to prevent malicious tampering, such as man-in-the-middle attacks. In at least one embodiment, the requestor, such as a client computer system or other source of a request, requests certificates from a certificate authority (CA). Binding the identity of the SC CSR to the requestor can prevent unauthorized system and/or data access and potentially resultant unauthorized access, malicious tampering, such as man-in-the-middle attacks, and other unauthorized actions or observations. Validation can be performed at the CA on the SC CSR to determine the integrity of the requestor and authorization to receive certificates before the CA sends the certificate to the requestor.

Abstract: A method and apparatus for mediating job applications between user devices and application tracking systems is described. The method may include accessing a job application web page served from an application tracking system. The method may also include rewriting at least a portion of the job application web page and one or more links within the job application web page to at least resolve at the real time proxy system and not an original target location of the one or more links. The method may further include serving a rewritten version of the job application web page from the real time proxy system to the user system, converting a response received from the user system to the rewritten version of the job application web page, and submitting the converted response to the application tracking system.

Abstract: An inter-frame and webpage generation and communication system and method provide a mechanism by which a parent webpage or frame can allocate a child frame of the displayed page for content generated by a web application other than that generating the parent webpage or frame and certain information can be exchanged between the child frame and the parent webpage or frame. Multiple frames of a webpage not only react to interactive events occurring within that frame, but also react to events occurring in child frames. In at least one embodiment, a mechanism for inter-frame communication is provided to enable communication between child and parent frames, and the inter-frame communication mechanism is agnostic as to whether the code displayed in the child and parent frames is provided by one or more web application servers.

Abstract: An artificial intelligence (AI) job recommender system and methods implement neural network machine learning by generating and utilizing actual and synthetic training data to identify, learn, and apply latent job-to-job transition information and trends to improve job recommendations. The AI job recommender system and method represent technological advances that, for example, identify data representations, identify multiple instances of latent information in actual data, develop synthetic training data, create a directed graph from latent, directional information, embed the directed graph into a vector space, and apply machine learning algorithms to technologically advance and transform a machine into a specialized machine that learns and improves job recommendations across the vector space.