Scientific paper recommendation systems: a literature review of recent publications

CK Kreutz, R Schenkel - International journal on digital libraries, 2022 - Springer
Scientific writing builds upon already published papers. Manual identification of publications
to read, cite or consider as related papers relies on a researcher's ability to identify fitting …

Building an Explainable Graph-based Biomedical Paper Recommendation System (Technical Report)

H Kroll, CK Kreutz, BM Thang, P Schaer… - arXiv preprint arXiv …, 2024 - arxiv.org
Digital libraries provide different access paths, allowing users to explore their collections.
For instance, paper recommendation suggests literature similar to some selected paper …

Subspace embedding based new paper recommendation

Y Xie, W Li, Y Sun, E Bertino… - 2022 IEEE 38th …, 2022 - ieeexplore.ieee.org
As huge numbers of academic papers are published every year, it is critical to be able to
recommend high quality papers. The typical evaluation method for papers is to use citation …

Differentiable Topics Guided New Paper Recommendation

W Li, Y Xie, H Jiang, Y Sun - International Conference on Neural …, 2023 - Springer
There are a large number of scientific papers published each year. Since the progresses on
scientific theories and technologies are quite different, it is challenging to recommend …

Joint embedding multiple feature and rule for paper recommendation

W Li, Y Xie, Y Sun - … on Computer Supported Cooperative Work and …, 2021 - Springer
It is a common way to represent paper properties as a heterogeneous academic network
graph, such as authorships, citations, by which the latent features of paper can be learnt. To …