Paper recommender systems: a literature survey

J Beel, B Gipp, S Langer, C Breitinger - International Journal on Digital …, 2016 - Springer
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 …

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 …

Recommender systems in technology enhanced learning

N Manouselis, H Drachsler, R Vuorikari… - Recommender systems …, 2011 - Springer
Technology enhanced learning (TEL) aims to design, develop and test socio-technical
innovations that will support and enhance learning practices of both individuals and …

Smart recommendation for an evolving e-learning system: Architecture and experiment

T Tang, G McCalla - International Journal on E-learning, 2005 - learntechlib.org
In this paper, we proposed an evolving e-learning system which can adapt itself both to the
learners and the open the web and pointed out the differences of making recommendations …

Personal recommender systems for learners in lifelong learning networks: the requirements, techniques and model

H Drachsler, HGK Hummel… - International Journal of …, 2008 - inderscienceonline.com
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 …

Collaborative recommendation of e‐learning resources: an experimental investigation

N Manouselis, R Vuorikari… - Journal of Computer …, 2010 - Wiley Online Library
Repositories with educational resources can support the formation of online learning
communities by providing a platform for collaboration. Users (eg teachers, tutors and …

Tutorialbank: A manually-collected corpus for prerequisite chains, survey extraction and resource recommendation

AR Fabbri, I Li, P Trairatvorakul, Y He, WT Ting… - arXiv preprint arXiv …, 2018 - arxiv.org
The field of Natural Language Processing (NLP) is growing rapidly, with new research
published daily along with an abundance of tutorials, codebases and other online …

A multidimensional paper recommender: Experiments and evaluations

TY Tang, G McCalla - IEEE Internet Computing, 2009 - ieeexplore.ieee.org
Paper recommender systems in the e-learning domain must consider pedagogical factors,
such as a paper's overall popularity and learner background knowledge-factors that are less …

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 …

Beyond learners' interest: personalized paper recommendation based on their pedagogical features for an e-learning system

T Tang, G McCalla - Pacific Rim International Conference on Artificial …, 2004 - Springer
Delivering personalized recommendations for e-learning is different from that in many other
domains (ie e-commerce, news, etc.) in that we should not only consider users' interest, but …