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 …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
scholarly venues concomitant with exponential growth in interdisciplinary research and …
CNAVER: A content and network-based academic venue recommender system
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 …
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
Academic venues have risen beyond the imagination for the rapid development of
information technology. It is necessary for researchers to acknowledge high quality and …
information technology. It is necessary for researchers to acknowledge high quality and …
A multi-level fusion based decision support system for academic collaborator recommendation
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 …
thereby enhance academic profiles. However, information overload in big scholarly data …
Exploring dynamic research interest and academic influence for scientific collaborator recommendation
In many cases, it is time-consuming for researchers to find proper collaborators who can
provide researching guidance besides simply collaborating. The Most Beneficial …
provide researching guidance besides simply collaborating. The Most Beneficial …