A survey on personality-aware recommendation systems

S Dhelim, N Aung, MA Bouras, H Ning… - Artificial Intelligence …, 2022 - Springer
With the emergence of personality computing as a new research field related to artificial
intelligence and personality psychology, we have witnessed an unprecedented proliferation …

Humanized recommender systems: State-of-the-art and research issues

TNT Tran, A Felfernig, N Tintarev - ACM Transactions on Interactive …, 2021 - dl.acm.org
Psychological factors such as personality, emotions, social connections, and decision
biases can significantly affect the outcome of a decision process. These factors are also …

Psychology-informed recommender systems tutorial

E Lex, M Schedl - Proceedings of the 16th ACM Conference on …, 2022 - dl.acm.org
Recommender systems are essential tools to support human decision-making in online
information spaces. Many state-of-the-art recommender systems adopt advanced machine …

A survey on group recommender systems

S Dara, CR Chowdary, C Kumar - Journal of Intelligent Information …, 2020 - Springer
Recommender systems are increasingly used in various domains like movies, travel, music,
etc. The rise in social activities has increased the usage of recommender systems in general …

Psychology-informed recommender systems

E Lex, D Kowald, P Seitlinger, TNT Tran… - … and trends® in …, 2021 - nowpublishers.com
Personalized recommender systems have become indispensable in today's online world.
Most of today's recommendation algorithms are data-driven and based on behavioral data …

[图书][B] Group recommender systems: an introduction

This book discusses different aspects of group recommender systems which are systems
that help to identify recommendations for groups instead of single users. In this context, the …

Personalized hybrid recommendation for group of users: Top-N multimedia recommender

O Kaššák, M Kompan, M Bieliková - Information Processing & Management, 2016 - Elsevier
Nowadays, the increasing demand for group recommendations can be observed. In this
paper we address the problem of recommendation performance for groups of users (group …

Personality and recommender systems

M Tkalčič, L Chen - Recommender systems handbook, 2012 - Springer
Personality, as defined in psychology, accounts for the individual differences in users'
preferences and behaviour. It has been found that there are significant correlations between …

Comparison of group recommendation algorithms

T De Pessemier, S Dooms, L Martens - Multimedia tools and applications, 2014 - Springer
In recent years recommender systems have become the common tool to handle the
information overload problem of educational and informative web sites, content delivery …

[HTML][HTML] A personality-aware group recommendation system based on pairwise preferences

R Abolghasemi, P Engelstad, E Herrera-Viedma… - Information …, 2022 - Elsevier
Human personality plays a crucial role in decision-making and it has paramount importance
when individuals negotiate with each other to reach a common group decision. Such …