Intelligent Resume Evaluation Tool Based on Machine Learning for Analysis And Career Advancement

Intelligent Resume Evaluation Tool automates the resume analysis process for career advancement by utilizing natural language processing (NLP) and machine learning. Users can upload resumes in a variety of formats, and the program will clean and process the text to extract important details like education, experience, talents, and personal information. The best-fit career roles for each resume are predicted using a machine learning classifier that has been trained on preset job categories. Additionally, the application offers a score system that assesses resumes according to the accuracy and pertinence of the data they contain. To assist users in strengthening their resumes and advancing their careers, it also provides customized guidance on career development, sample interview questions, and suggestions for online courses. The application provides a comprehensive resume analysis solution by visualizing talents and making predictions about categories, with the goal of assisting individuals in advancing their careers.

Authors

Publication Details

Published
2024-12-12
DOI
https://doi.org/10.1109/icercs63125.2024.10895464
Citations
2
Primary Topic
Educational Technology and Pedagogy
Type
article
Field-Weighted Citation Impact
0.69
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article

Intelligent Resume Evaluation Tool Based on Machine Learning for Analysis And Career Advancement

A.C. Charumathi, S I Unais Sulthan, C. Siva Ram Murthy, R. Pradeepa et al.
2 citations
Educational Technology and Pedagogy
0.69
article

Intelligent Resume Evaluation Tool Based on Machine Learning for Analysis And Career Advancement

A.C. Charumathi, S I Unais Sulthan, C. Siva Ram Murthy, R. Pradeepa, B Vishnukumar
article en
2 citations

Abstract

Intelligent Resume Evaluation Tool automates the resume analysis process for career advancement by utilizing natural language processing (NLP) and machine learning. Users can upload resumes in a variety of formats, and the program will clean and process the text to extract important details like education, experience, talents, and personal information. The best-fit career roles for each resume are predicted using a machine learning classifier that has been trained on preset job categories. Additionally, the application offers a score system that assesses resumes according to the accuracy and pertinence of the data they contain. To assist users in strengthening their resumes and advancing their careers, it also provides customized guidance on career development, sample interview questions, and suggestions for online courses. The application provides a comprehensive resume analysis solution by visualizing talents and making predictions about categories, with the goal of assisting individuals in advancing their careers.

Openalex Percentile: Top 22%
Educational Technology and Pedagogy
0.69
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Intelligent Resume Evaluation Tool Based on Machine Learning for Analysis And Career Advancement — A.C. Charumathi, S I Unais Sulthan, et al. · (2024) | TGRS Research Map | TGRS