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 …
Recommender systems in technology enhanced learning
Technology enhanced learning (TEL) aims to design, develop and test socio-technical
innovations that will support and enhance learning practices of both individuals and …
innovations that will support and enhance learning practices of both individuals and …
Personal recommender systems for learners in lifelong learning networks: the requirements, techniques and model
This article argues that there is a need for Personal Recommender Systems (PRSs) in
Learning Networks (LNs) in order to provide learners with advice on the suitable learning …
Learning Networks (LNs) in order to provide learners with advice on the suitable learning …
Factorization techniques for predicting student performance
Recommender systems are widely used in many areas, especially in e-commerce. Recently,
they are also applied in e-learning for recommending learning objects (eg papers) to …
they are also applied in e-learning for recommending learning objects (eg papers) to …
Collaborative recommendation of e‐learning resources: an experimental investigation
Repositories with educational resources can support the formation of online learning
communities by providing a platform for collaboration. Users (eg teachers, tutors and …
communities by providing a platform for collaboration. Users (eg teachers, tutors and …
Identifying the goal, user model and conditions of recommender systems for formal and informal learning
The following article addresses open questions of the discussions in the first SIRTEL
workshop at the EC-TEL conference 2007. It argues why personal recommender systems …
workshop at the EC-TEL conference 2007. It argues why personal recommender systems …
Paper recommendation based on the knowledge gap between a researcher's background knowledge and research target
W Zhao, R Wu, H Liu - Information processing & management, 2016 - Elsevier
The massively growing documents make it a challenge for researchers to find high value
papers. To solve information explosion, some work on personalized paper recommendation …
papers. To solve information explosion, some work on personalized paper recommendation …
A semantic web-based recommendation framework of educational resources in E-learning
L Wu, Q Liu, W Zhou, G Mao, J Huang… - … , Knowledge and Learning, 2020 - Springer
A big challenge in educational resources construction is the intelligent and personalized
resource recommendation for learners. This paper proposes a semantic recommendation …
resource recommendation for learners. This paper proposes a semantic recommendation …
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 …