A hybrid recommender system using artificial neural networks

TK Paradarami, ND Bastian, JL Wightman - Expert Systems with …, 2017 - Elsevier
In the context of recommendation systems, metadata information from reviews written for
businesses has rarely been considered in traditional systems developed using content …

Where are the Values? A Systematic Literature Review on News Recommender Systems

C Bauer, C Bagchi, OA Hundogan… - ACM Transactions on …, 2024 - dl.acm.org
In the recommender systems field, it is increasingly recognized that focusing on accuracy
measures is limiting and misguided. Unsurprisingly, in recent years, the field has witnessed …

Structurally embedded news consumption on mobile news applications

L Zhang, L Zheng, TQ Peng - Information Processing & Management, 2017 - Elsevier
This study uses a longitudinal dataset extracted from a mobile news application and adopts
a multilevel design to examine the evolution of diversity of individuals' news consumption …

A community-driven deep collaborative approach for recommender systems

S Bourhim, L Benhiba, MAJ Idrissi - IEEE Access, 2022 - ieeexplore.ieee.org
Recommender systems (RS) are increasingly leveraging the power of graphs to enhance
accuracy. However, we stipulate that existing methods don't take into consideration the …

Personalizing news content: An experimental study

M Sela, T Lavie, O Inbar, I Oppenheim… - Journal of the …, 2015 - Wiley Online Library
The delivery of personalized news content depends on the ability to predict user interests.
We evaluated different methods for acquiring user profiles based on declared and actual …

Perception of bias: The impact of user characteristics, website design and technical features

B Spillane, S Lawless, V Wade - … of the International Conference on Web …, 2017 - dl.acm.org
Bias, whether real or perceived by the user, is inherent in news media. In this paper, we
demonstrate that user characteristics, the design and common technical features of news …

Assessing user-specific difficulty of documents

MS Paukkeri, M Ollikainen, T Honkela - Information Processing & …, 2013 - Elsevier
On the web, a huge variety of text collections contain knowledge in different expertise
domains, such as technology or medicine. The texts are written for different uses and thus for …

[PDF][PDF] Paying for news: opportunities for a new business model through personalized news aggregators (PNAs)

O Oechslein, T Hess - 2013 - Citeseer
News consumption has been evolving from offline newspapers to online news. However,
while offline newspapers sales are decreasing, online news business models have never …

[PDF][PDF] Artificial intelligence-based models for augmenting media reporting of suicide: challenges and opportunities

R Ransing, V Menon, SK Kar… - GLOBAL PSYCHIATRY …, 2021 - academia.edu
The sensationalised and harmful content of media reporting of suicide is a modifiable risk
factor for suicide and suicidal behaviour. Although the World Health Organization (WHO) …

On the search for new revenue models: An empirical investigation of personalized news aggregators

O Oechslein - 2014 - aisel.aisnet.org
News consumption is evolving from offline newspapers to online news. Nevertheless, no
profitable business model exists for online news, and publishers are still reporting drops in …