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Utah's Foremost Platform for Undergraduate Research Presentation
2021 Abstracts

HR Machine Learning on Social Media Data

Presenter: Jake Harrison, Jon M. Huntsman School of Business, Management Department
Authors: Jake Harrison, Christopher Hartwell
Faculty Advisor: Christopher Hartwell, Jon M. Huntsman School of Business, Management Department
Institution: Utah State University

Human resources departments gather data from various sources to help make effective decisions related to recruitment, selection, strategic planning, and employee management. Social media profiles (e.g., Facebook, Twitter, LinkedIn) are one recent source that many companies are turning to in order to gather unique information about current and prospective employees. The increasing abilities of artificial intelligence and machine learning may have an impact on the ease and validity of using social media information from applicants and employees to make employment decisions. This research uses previously published scholarly and trade sources to explain how HR personnel could use social media data in conjunction with machine learning to recruit, select, monitor, and communicate with potential or current employees. We further discuss associated ethical and legal risks and provide guidance for future research on this topic.