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Navigating Techniques in Job Recommender Systems on Internship Profile Matching: A Systematic Review
Flordeliza P. Poncio – Journal of Research in Innovative Teaching & Learning, 2024
Purpose: This review article is focused on the following research questions: RQ1: What are the methods used by authors to collect data in order to evaluate one's profile? RQ2: What are the classification algorithms and ranking metrics used to give suggestions to users? RQ3: How effective are these algorithms and metrics identified in RQ2?…
Descriptors: College Students, Internship Programs, Student Educational Objectives, Placement Tests
Cassuto, Leonard – Chronicle of Higher Education, 2012
Discussion of nonfaculty careers for graduate students so easily disintegrates into dueling anecdotes. The author describes a story about someone who had to drop his Ph.D. from his resume in order to get a job at all. Stories cluster around both of those poles in the comments section whenever the author has written about nonprofessorial career…
Descriptors: Careers, Graduate Students, Career Exploration, Career Choice