Paper recommender systems: a literature survey
In the last 16 years, more than 200 research articles were published about research-paper
recommender systems. We reviewed these articles and present some descriptive statistics in …
recommender systems. We reviewed these articles and present some descriptive statistics in …
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 …
Knowledge based recommender system for academia using machine learning: a case study on higher education landscape of Pakistan
Allocation of courses and research students based on faculty's subject specialization and
area of interest has always remained a challenging task for university administration due to …
area of interest has always remained a challenging task for university administration due to …
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 …
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 …
Towards effective research-paper recommender systems and user modeling based on mind maps
J Beel - arXiv preprint arXiv:1703.09109, 2017 - arxiv.org
While user-modeling and recommender systems successfully utilize items like emails, news,
and movies, they widely neglect mind-maps as a source for user modeling. We consider this …
and movies, they widely neglect mind-maps as a source for user modeling. We consider this …
Leveraging title-abstract attentive semantics for paper recommendation
Paper recommendation is a research topic to provide users with personalized papers of
interest. However, most existing approaches equally treat title and abstract as the input to …
interest. However, most existing approaches equally treat title and abstract as the input to …
Chronological citation recommendation with time preference
Citation recommendation is an important task to assist scholars in finding candidate
literature to cite. Traditional studies focus on static models of recommending citations, which …
literature to cite. Traditional studies focus on static models of recommending citations, which …
[PDF][PDF] Publication venue recommendation based on paper title and co-authors network
Abstract Information overload has always been a remarkable topic in scientific researches,
and one of the available approaches in this field is employing recommender systems. With …
and one of the available approaches in this field is employing recommender systems. With …
[PDF][PDF] Enhancing group recommendation by knowledge graph
With the rapid development of IT, more and more information/knowledge sharing and
discovery activities are moved from offline to online and many online groups have been …
discovery activities are moved from offline to online and many online groups have been …