Cognitive recruitment hub

Abstract

A computer program that uses artificial intelligence for job matching, personality analysis, transcription and sentiment analysis. The program has four main modules: scoring module, personality trait

Description

Title: ACCELEREC: A Comprehensive Al-Powered Platform for Enriching Four Distinct Dimensions Field of the Invention: The present invention relates to the field of artificial intelligence (Al) technology, particularly to a platform called ACCELEREC, designed to enhance various dimensions including scoring, personality trait analysis, transcription, and sentimental analysis. Background of the Invention: In today's rapidly evolving job market, the need for efficient job matching and personality analysis has become increasingly crucial. Traditional methods often lack the precision and depth required to address these challenges effectively. ACCELEREC is a novel platform that addresses these limitations by leveraging advanced Al techniques to enrich four distinct dimensions. Summary of the Invention: ACCELEREC is a multifaceted platform that revolutionizes job matching, personality analysis, transcription, and sentiment analysis through the integration of cutting-edge Al technologies. The platform comprises four main modules: Scoring Module, Personality Trait Analysis, Transcription, and Sentimental Analysis. Detailed Description of the Invention: 1. Scoring Module: o ACCELEREC utilizes advanced Al techniques to establish associations between job roles and skills, facilitating efficient job matching. Submodules such as Job2Vec, Skill2Vec, Job2SkillVec, Skill2JobVec, and FP Growth Association Mining enable precise skill-based analysis and optimal matching of job requirements with resume contents. 2. Personality Trait Analysis: o The platform employs the OCEAN model for comprehensive personality trait analysis. By probing individuals with thought-provoking questions, ACCELEREC uncovers 30 subtraits, providing valuable insights into one's character. 3. Transcription: o ACCELEREC integrates a state-of-the-art Al-powered whisper module based on OpenAI technology, enabling accurate transcription and language processing capabilities. 4. Sentimental Analysis: o Sophisticated sentiment analysis using transformers' pipeline empowers users to gain a deeper understanding of the emotional impact of their content. Advantages of the Invention: • ACCELEREC offers unprecedented accuracy and efficiency in job matching and personality analysis. • The platform provides users with valuable insights and actionable information for decision-making. • Integration of cutting-edge Al technologies ensures reliability and scalability. Conclusion: In conclusion, ACCELEREC represents a significant advancement in Al technology, offering a comprehensive solution for enriching various dimensions including job matching, personality analysis, transcription, and sentiment analysis. Its innovative approach and advanced features position it as a leading platform in the field.

Claims

Claim 1: A computer-implemented method for job matching and skill analysis, comprising:• Receiving job role information and skill data associated with said job roles.• Utilizing Al techniques to establish associations between said job roles and skills.• Generating a job2vec model to establish connections between related job roles based on underlying semantic similarities.• Generating a skill2vec model to establish connections between related skills, aiding in skill-based analysis.• Creating a job2skillvec model to precisely associate relevant skills with specific job roles, enhancing job suitability assessment.• Developing a skill2jobvec model to identify and associate related job roles with particular skills, enabling effective skill-based job searches.• Employing FP Growth Association Mining to identify compliance between job requirements and resume contents, ensuring an optimal match.Claim 2: The method of claim 1, further comprising:• Providing a comprehensive pre-assessment of personality traits using the OCEAN model.• Probing individuals through thought-provoking questions to uncover 30 subtraits, providing valuable insights into one's character.Claim 3: The method of claim 1 or claim 2, further comprising:• Integrating a state-of-the-art Al-powered whisper module based on OpenAI technology for accurate transcription and language processing capabilities.Claim 4: The method of any of the preceding claims, further comprising:• Incorporating sophisticated sentiment analysis using transformers' pipeline to empower users to gain a deeper understanding of the emotional impact of their content.Claim 5: A computer-readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the method according to any of claims 1 to 4.Claim 6: A system for job matching and skill analysis, comprising:• A processor configured to receive job role information and skill data associated with said job roles.• Memory storing instructions for utilizing Al techniques to establish associations between said job roles and skills, generating models for job2vec, skill2vec, job2skillvec, skill2jobvec, and employing FP Growth Association Mining.• An interface for receiving input data and providing output results related to job matching and skill analysis.Claim 7: The system of claim 6, further comprising:• Modules for providing a comprehensive pre-assessment of personality traits using the OCEAN model, and for integrating a state-of-the-art Al-powered whisper module for transcription and language processing capabilities.Claim 8: The system of claim 6 or claim 7, further comprising:• Modules for incorporating sophisticated sentiment analysis using transformers' pipeline to empower users to gain a deeper understanding of the emotional impact of their content.Claim 9: A computer program product comprising computer-readable program code embodied on a computer-readable storage medium, the computer-readable program code configured to perform the method according to any of claims 1 to 4 when executed on a processor.Claim 10: A method for enriching job matching, personality analysis, transcription, and sentiment analysis, substantially as herein described with reference to the accompanying drawings.

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