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e-Recruitment recommender systems: a systematic review
MN Freire, LN de Castro - Knowledge and Information Systems, 2021 - Springer
Recommender Systems (RS) are a subclass of information filtering systems that seek to
predict the rating or preference a user would give to an item. e-Recruitment is one of the …
predict the rating or preference a user would give to an item. e-Recruitment is one of the …
Job recommender systems: A review
C De Ruijt, S Bhulai - arxiv preprint arxiv:2111.13576, 2021 - arxiv.org
This paper provides a review of the job recommender system (JRS) literature published in
the past decade (2011-2021). Compared to previous literature reviews, we put more …
the past decade (2011-2021). Compared to previous literature reviews, we put more …
A survey on skill identification from online job ads
A changing job market, influenced by different factors such as globalization and
demographic growth, urges close monitoring. The digitization of the job market has given the …
demographic growth, urges close monitoring. The digitization of the job market has given the …
[HTML][HTML] What is the price of a skill? The value of complementarity
The global workforce is urged to constantly reskill, as technological change favours
particular new skills while making others redundant. But which skills are a good investment …
particular new skills while making others redundant. But which skills are a good investment …
Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning
Continuously learning new skills is essential for talents to gain a competitive advantage in
the labor market. Despite extensive efforts on relevance-or preference-based skill …
the labor market. Despite extensive efforts on relevance-or preference-based skill …
A challenge-based survey of e-recruitment recommendation systems
E-recruitment recommendation systems recommend jobs to job seekers and job seekers to
recruiters. The recommendations are generated based on the suitability of job seekers for …
recruiters. The recommendations are generated based on the suitability of job seekers for …
Knowledge graphs in education and employability: A survey on applications and techniques
Studies on the relationship between education and employability are of paramount
importance for policy makers, training institutions, companies and students. The availability …
importance for policy makers, training institutions, companies and students. The availability …
[HTML][HTML] Bridging the gap between technological education and job market requirements through data analytics and decision support services
In the 21st century, technology evolves extremely fast. The same applies to technology-
related professions, mostly in terms of skills requirements. Contradictorily, higher education …
related professions, mostly in terms of skills requirements. Contradictorily, higher education …
Building contextual knowledge graphs for personalized learning recommendations using text mining and semantic graph completion
Modelling learning objects (LO) within their context enables the learner to advance from a
basic, remembering-level, learning objective to a higher-order one, ie, a level with an …
basic, remembering-level, learning objective to a higher-order one, ie, a level with an …
Variable interval time sequence modeling for career trajectory prediction: Deep collaborative perspective
In today's fast-evolving job market, the timely and effective understanding of the career
trajectories of talents can help them quickly develop necessary skills and make the right …
trajectories of talents can help them quickly develop necessary skills and make the right …