Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Machine Learning Approach for Evaluating Industry-Based Employer Ranking and Financial Stability Subject The topic of the resource Data-driven Assessment; Employer ranking; Employer Ranking; Financial Stability; Job Market Metrics; Longitudinal Studies; Machine Learning; Sentiment Analysis Description An account of the resource Using the computational prowess of machine learning, this study presents a fresh method for assessing the relative standing and fiscal health of employers across different sectors. The research makes use of a wide variety of data, including financial reports, statistics on the labor market, employee evaluations, and indicators unique to the business, to arrive at in-depth judgements. The financial stability assessment applies a linear regression model, whereas employer ranking is predicted using a logistic regression model. Financial data, employment market dynamics, and sentiment research are used as foundational characteristics for these models. Company A is more financially stable than Company B, yet it is anticipated to be ranked lower as an employer. This highlights the difficulty of judging businesses. The implications of these results for job-seekers, investors, and businesses are varied. The study also highlights the significance of ethics, openness, and addressing biases in assessment. This study paves the way for future advancements in this crucial subject and provides a basis for data-driven, well-informed decision-making in the ever-changing landscapes of contemporary industrial evaluations. 2024 IEEE. Creator An entity primarily responsible for making the resource Swain P.C.; Balan S.; Lakshmi S.R.; Choudhary A.; Patjoshi P.K.; Raja J. Source A related resource from which the described resource is derived 5th International Conference on Recent Trends in Computer Science and Technology, ICRTCST 2024 - Proceedings, pp. 111-115. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICRTCST61793.2024.10578454" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICRTCST61793.2024.10578454</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199334547&amp;doi=10.1109%2FICRTCST61793.2024.10578454&amp;partnerID=40&amp;md5=76ce345a6cf8cdce78c5aa79bb5b8a9d" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199334547&amp;doi=10.1109%2fICRTCST61793.2024.10578454&amp;partnerID=40&amp;md5=76ce345a6cf8cdce78c5aa79bb5b8a9d</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835035137-8 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Swain P.C., Kalinga Institute of Industrial Technology (KIIT), School of Social, Financial &amp; Human Sciences, Odisha, Bhubaneswar, India; Balan S., Rajalakshmi Engineering College, Department of Management Studies, Chennai, India; Lakshmi S.R., Christ University, Department of Business &amp; Management, Karnataka, Bangalore, 560073, India; Choudhary A., Graphic Era Deemed to be University, Department of Computer Science &amp; Engineering, Uttarakhand, Dehradun, 248002, India; Patjoshi P.K., Centurion University of Technology and Management, BBSR Campus, School of Management, India; Raja J., St. Martins Engineering College, Department of Computer Science and Engineering, Telangana, Secunderabad, India