Context aware recommender systems: A novel approach based on matrix factorization and contextual bias

M Casillo, BB Gupta, M Lombardi, A Lorusso… - Electronics, 2022 - mdpi.com
In the world of Big Data, a tool capable of filtering data and providing choice support is
crucial. Recommender Systems have this aim. These have evolved further through the use …

Context-aware recommender systems and cultural heritage: a survey

M Casillo, F Colace, D Conte, M Lombardi… - Journal of Ambient …, 2023 - Springer
Abstract In the Big Data era, every sector has adapted to technological development to
service the vast amount of information available. In this way, each field has benefited from …

A content-based recommendation approach based on singular value decomposition

F Colace, D Conte, M De Santo, M Lombardi… - Connection …, 2022 - Taylor & Francis
In the Internet era, where information and communication technologies (ICT) allow data
exchange, new tools able to select the correct data are needed. In this field, Recommender …

Fake news detection using LDA topic modelling and K-nearest neighbor classifier

M Casillo, F Colace, BB Gupta, D Santaniello… - Computational Data and …, 2021 - Springer
The spread of the COVID 19 virus has dramatically impacted global society by modifying its
lifestyle. Social networks, video streaming tools, virtual collaborative environments have …

Movie recommender systems: Concepts, methods, challenges, and future directions

S Jayalakshmi, N Ganesh, R Čep, J Senthil Murugan - Sensors, 2022 - mdpi.com
Movie recommender systems are meant to give suggestions to the users based on the
features they love the most. A highly performing movie recommendation will suggest movies …

An adaptive learning path builder based on a context aware recommender system

M Carbone, F Colace, M Lombardi… - 2021 IEEE frontiers …, 2021 - ieeexplore.ieee.org
The world of distance education is constantly expanding, enriching itself with tools and
services to increase the ability to provide training content. Due to the new technologies, the …

Recommender systems and digital storytelling to enhance tourism experience in cultural heritage sites

M Casillo, M De Santo, M Lombardi… - … conference on smart …, 2021 - ieeexplore.ieee.org
The world of Cultural Heritage finds significant ad-vantages from fusion with new
technologies. For example, the use of Recommender Systems to analyze contextual …

Cultural heritage redesigned through digital storytelling

T Bratitsis - The Digital Folklore of Cyberculture and Digital …, 2022 - igi-global.com
In this chapter, digital storytelling is examined as means of cultural heritage preservation by
focusing on personal attachment to stories themselves. In the contemporary digital society …

Application of a fuzzy controller in adaptive e-learning content used to evaluate student activity

M Szczepański, J Marciniak - Procedia Computer Science, 2023 - Elsevier
This article presents an e-learning system that supports the adaptation of course content to
the student's way of learning. The adaptability of an e-learning course is a challenging task …

[PDF][PDF] Recommender systems: a novel approach based on singular value decomposition

F Colace, D Conte, M De Santo, M Lombardi… - International Journal of …, 2022 - academia.edu
Recommender systems (RS) are widely used to analyze and filter information supporting an
individual's choice of a service or a specific object. The RS developed considerably in the …