Course Recommender Systems Need to Consider the Job Market
Author:
Affiliation:
1. ML4ED Lab, IC, EPFL, Lausanne, Switzerland
2. NLP Lab, IC, EPFL, Lausanne, Switzerland
Funder
Innosuisse - Swiss Innovation Agency
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3626772.3657847
Reference42 articles.
1. Complementing educational recommender systems with open learner models
2. Reinforcement Learning based Recommender Systems: A Survey
3. Estimating Skill Proficiency from Resumes
4. Koen Bothmer and Tim Schlippe. 2023. Skill Scanner: Connecting and Supporting Employers Job Seekers and Educational Institutions with an AI-Based Recommendation System. In Innovative Approaches to Technology-Enhanced Learning for the Workplace and Higher Education David Guralnick Michael E. Auer and Antonella Poce (Eds.). Springer International Publishing Cham 69--80.
5. Benjamin Clavié and Guillaume Soulié. 2023. Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers. arXiv preprint arXiv:2307.03539 (2023).
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