Research-paper recommender systems: a literature survey

@article{Beel2015ResearchpaperRS,
  title={Research-paper recommender systems: a literature survey},
  author={J{\"o}ran Beel and Bela Gipp and Stefan Langer and Corinna Breitinger},
  journal={International Journal on Digital Libraries},
  year={2015},
  volume={17},
  pages={305-338}
}
In the last 16 years, more than 200 research articles were published about research-paper recommender systems. We reviewed these articles and present some descriptive statistics in this paper, as well as a discussion about the major advancements and shortcomings and an overview of the most common recommendation concepts and approaches. We found that more than half of the recommendation approaches applied content-based filtering (55 %). Collaborative filtering was applied by only 18 % of the… CONTINUE READING
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