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 …
Research paper recommender system evaluation: a quantitative literature survey
Over 80 approaches for academic literature recommendation exist today. The approaches
were introduced and evaluated in more than 170 research articles, as well as patents …
were introduced and evaluated in more than 170 research articles, as well as patents …
Scientific paper recommendation: A survey
Globally, the recommendation services have become important due to the fact that they
support e-commerce applications and different research communities. Recommender …
support e-commerce applications and different research communities. Recommender …
Recommending scientific paper via heterogeneous knowledge embedding based attentive recurrent neural networks
Tremendous academic information causes serious information overload problems while
supporting scientific research. Scientific paper and citation recommendation systems have …
supporting scientific research. Scientific paper and citation recommendation systems have …
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 …
Introducing Docear's research paper recommender system
J Beel, S Langer, M Genzmehr… - … of the 13th ACM/IEEE-CS …, 2013 - dl.acm.org
In this demo paper we present Docear's research paper recommender system. Docear is an
academic literature suite to search, organize, and create research articles. The users' data …
academic literature suite to search, organize, and create research articles. The users' data …
Using author-specified keywords in building an initial reading list of research papers in scientific paper retrieval and recommender systems
An initial reading list is prepared by researchers at the start of literature review for getting an
overview of the research performed in a particular area. Prior studies have taken the …
overview of the research performed in a particular area. Prior studies have taken the …
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 …
Recommendation on academic networks using direction aware citation analysis
The literature search has always been an important part of an academic research. It greatly
helps to improve the quality of the research process and output, and increase the efficiency …
helps to improve the quality of the research process and output, and increase the efficiency …
Cold start problem alleviation in a research paper recommendation system using the random walk approach on a heterogeneous user-paper graph
G Manju, P Abhinaya, MR Hemalatha… - International Journal of …, 2020 - igi-global.com
Recommendation approaches generally fail to recommend newly-published papers as
relevant, owing to the lack of prior information about the said papers and, more particularly …
relevant, owing to the lack of prior information about the said papers and, more particularly …