Research paper recommender system evaluation: a quantitative literature survey

@inproceedings{Beel2013ResearchPR,
  title={Research paper recommender system evaluation: a quantitative literature survey},
  author={J{\"o}ran Beel and Stefan Langer and Marcel Genzmehr and Bela Gipp and Corinna Breitinger and Andreas N{\"u}rnberger},
  booktitle={RepSys@RecSys},
  year={2013}
}
Over 80 approaches for academic literature recommendation exist today. The approaches were introduced and evaluated in more than 170 research articles, as well as patents, presentations and blogs. We reviewed these approaches and found most evaluations to contain major shortcomings. Of the approaches proposed, 21% were not evaluated. Among the evaluated approaches, 19% were not evaluated against a baseline. Of the user studies performed, 60% had 15 or fewer participants or did not report on the… CONTINUE READING
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