[HTML][HTML] A systematic review of ontology use in E-Learning recommender system

NW Rahayu, R Ferdiana, SS Kusumawardani - Computers and Education …, 2022 - Elsevier
Ontology and knowledge-based systems typically provide e-learning recommender systems.
However, ontology use in such systems is not well studied in systematic detail. Therefore …

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 …

Recommender system application developments: a survey

J Lu, D Wu, M Mao, W Wang, G Zhang - Decision support systems, 2015 - Elsevier
A recommender system aims to provide users with personalized online product or service
recommendations to handle the increasing online information overload problem and …

A recommender system based on collaborative filtering using ontology and dimensionality reduction techniques

M Nilashi, O Ibrahim, K Bagherifard - Expert Systems with Applications, 2018 - Elsevier
Improving the efficiency of methods has been a big challenge in recommender systems. It
has been also important to consider the trade-off between the accuracy and the computation …

A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

JK Tarus, Z Niu, A Yousif - Future Generation Computer Systems, 2017 - Elsevier
In recent years, there has been significant growth in the use of online learning resources by
learners. However, due to information overload, many learners are experiencing difficulties …

Semantics-aware content-based recommender systems

M De Gemmis, P Lops, C Musto, F Narducci… - Recommender systems …, 2015 - Springer
Content-based recommender systems (CBRSs) rely on item and user descriptions (content)
to build item representations and user profiles that can be effectively exploited to suggest …

RDF2Vec: RDF graph embeddings and their applications

P Ristoski, J Rosati, T Di Noia, R De Leone… - Semantic …, 2019 - content.iospress.com
Abstract Linked Open Data has been recognized as a valuable source for background
information in many data mining and information retrieval tasks. However, most of the …

The computer science ontology: a large-scale taxonomy of research areas

AA Salatino, T Thanapalasingam, A Mannocci… - The Semantic Web …, 2018 - Springer
Ontologies of research areas are important tools for characterising, exploring, and analysing
the research landscape. Some fields of research are comprehensively described by large …

[BOK][B] Publishing and using cultural heritage linked data on the semantic web

E Hyvönen - 2012 - books.google.com
Cultural Heritage (CH) data is syntactically and semantically heterogeneous, multilingual,
semantically rich, and highly interlinked. It is produced in a distributed, open fashion by …

[BOK][B] Model driven architecture and ontology development

D Gašević, D Djurić, V Devedzic - 2006 - Springer
Defining a formal domain ontology is generally considered a useful, not to say necessary
step in almost every software project. This is because software deals with ideas rather than …