Tensor methods and recommender systems

E Frolov, I Oseledets - Wiley Interdisciplinary Reviews: Data …, 2017 - Wiley Online Library
A substantial progress in development of new and efficient tensor factorization techniques
has led to an extensive research of their applicability in recommender systems field. Tensor …

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 …

A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity

T Pradhan, S Pal - Future Generation Computer Systems, 2020 - Elsevier
Rapidly developing academic venues throw a challenge to researchers in identifying the
most appropriate ones that are in-line with their scholarly interests and of high relevance …

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 …

CLAVER: An integrated framework of convolutional layer, bidirectional LSTM with attention mechanism based scholarly venue recommendation

T Pradhan, P Kumar, S Pal - Information Sciences, 2021 - Elsevier
Scholarly venue recommendation is an emerging field due to a rapid surge in the number of
scholarly venues concomitant with exponential growth in interdisciplinary research and …

CNAVER: A content and network-based academic venue recommender system

T Pradhan, S Pal - Knowledge-Based Systems, 2020 - Elsevier
The phenomenon of rapidly developing academic venues poses a significant challenge for
researchers: how to recognize the ones that are not only in accordance with one's scholarly …

PAVE: Personalized Academic Venue recommendation Exploiting co-publication networks

S Yu, J Liu, Z Yang, Z Chen, H Jiang, A Tolba… - Journal of Network and …, 2018 - Elsevier
Academic venues have risen beyond the imagination for the rapid development of
information technology. It is necessary for researchers to acknowledge high quality and …

A multi-level fusion based decision support system for academic collaborator recommendation

T Pradhan, S Pal - Knowledge-Based Systems, 2020 - Elsevier
In academia, researchers collaborate with their peers to improve the quality of research and
thereby enhance academic profiles. However, information overload in big scholarly data …

Exploring dynamic research interest and academic influence for scientific collaborator recommendation

X Kong, H Jiang, W Wang, TM Bekele, Z Xu, M Wang - Scientometrics, 2017 - Springer
In many cases, it is time-consuming for researchers to find proper collaborators who can
provide researching guidance besides simply collaborating. The Most Beneficial …