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 …

An anatomization of research paper recommender system: Overview, approaches and challenges

R Sharma, D Gopalani, Y Meena - Engineering Applications of Artificial …, 2023 - Elsevier
The purpose of this study is to present an exhaustive analysis on research paper
recommender systems which have become very popular and gained a lot of research …

Citation recommendation: approaches and datasets

M Färber, A Jatowt - International Journal on Digital Libraries, 2020 - Springer
Citation recommendation describes the task of recommending citations for a given text. Due
to the overload of published scientific works in recent years on the one hand, and the need …

A review of citation recommendation: from textual content to enriched context

S Ma, C Zhang, X Liu - Scientometrics, 2020 - Springer
Citation recommendation systems play an important role to alleviate the dilemma that
scholar users spend a lot of time and experiences for literature survey. With the burgeoning …

Personalized scientific paper recommendation based on heterogeneous graph representation

X Ma, R Wang - IEEE Access, 2019 - ieeexplore.ieee.org
The accelerating rate of scientific publications makes it extremely difficult for researchers to
find out the relevant papers and related works. Recommender systems that aim at solving …

Newly published scientific papers recommendation in heterogeneous information networks

X Ma, Y Zhang, J Zeng - Mobile Networks and Applications, 2019 - Springer
Millions of new research papers are published each year, making it extremely difficult for
researchers to find out what they really want. Existing paper recommendation algorithms …

Citewerts: A system combining cite-worthiness with citation recommendation

M Färber, A Thiemann, A Jatowt - … Conference on IR Research, ECIR 2018 …, 2018 - Springer
Due to the vast amount of publications appearing in the various scientific disciplines, there is
a need for automatically recommending citations for text segments of scientific documents …

Personalized global citation recommendation with diversification awareness

X Zhang, S Song, Y Xiong - Scientometrics, 2024 - Springer
Citation recommendation helps researchers perform reference searching more efficiently.
Traditional methods often focus separately on diversification and personalization, each with …

[图书][B] Capturing and Exploiting Citation Knowledge for the Recommendation of Scientific Publications

A Khadka - 2020 - search.proquest.com
With the continuous growth of scientific literature, it is becoming increasingly challenging to
discover relevant scientific publications from the plethora of available academic digital …

Antecedents of Perceived Fairness and User Trust in Scientific Recommender Systems

P Yadav, N Pervin - 2022 - aisel.aisnet.org
The rise of digital libraries and the pertinent problem of information overload have
contributed to the growing popularity of Scientific Recommender Systems (SRS). The …