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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Evaluation of a Job Suggestion Tool Using Machine Learning |
| Authors Name: | Sharad Soni , Prof. Sumit Sharma |
| Unique Id: | IJSDR2307082 |
| Published In: | Volume 8 Issue 7, July-2023 |
| Abstract: | This study evaluates the effectiveness and performance of a job suggestion tool that utilizes machine learning techniques. The tool aims to provide personalized job recommendations to users based on their skills, experience, and preferences. The evaluation process involves collecting user data, training a machine learning model, and assessing the tool's accuracy and relevance in matching users with suitable job opportunities. The study also considers user experience factors such as usability, interface design, and overall satisfaction. The findings provide insights into the tool's strengths, limitations, and potential areas for improvement, offering valuable feedback for developers and stakeholders. |
| Keywords: | Job Recommender Systems, Machine Learning , Businesses , Content Based Filtering , Gradient Boosting Regression Tree. |
| Cite Article: | "Evaluation of a Job Suggestion Tool Using Machine Learning", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 7, page no.576 - 583, July-2023, Available :http://www.ijsdr.org/papers/IJSDR2307082.pdf |
| Downloads: | 000338536 |
| Publication Details: | Published Paper ID: IJSDR2307082 Registration ID:207776 Published In: Volume 8 Issue 7, July-2023 DOI (Digital Object Identifier): Page No: 576 - 583 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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