Recommender systems leveraging multimedia content
Recommender systems have become a popular and effective means to manage the ever-
increasing amount of multimedia content available today and to help users discover …
increasing amount of multimedia content available today and to help users discover …
The role of music in everyday life: Current directions in the social psychology of music
PJ Rentfrow - Social and personality psychology compass, 2012 - Wiley Online Library
Music is a crucial element of everyday life. People spend hours listening to it and billions of
dollars buying it. Yet despite the pervasiveness of music, mainstream social‐personality …
dollars buying it. Yet despite the pervasiveness of music, mainstream social‐personality …
Context-aware proactive content caching with service differentiation in wireless networks
Content caching in small base stations or wireless infostations is considered to be a suitable
approach to improve the efficiency in wireless content delivery. Placing the optimal content …
approach to improve the efficiency in wireless content delivery. Placing the optimal content …
Explainability in music recommender systems
The most common way to listen to recorded music nowadays is via streaming platforms,
which provide access to tens of millions of tracks. To assist users in effectively browsing …
which provide access to tens of millions of tracks. To assist users in effectively browsing …
Music through the ages: Trends in musical engagement and preferences from adolescence through middle adulthood.
A Bonneville-Roussy, PJ Rentfrow… - Journal of personality …, 2013 - psycnet.apa.org
Are there developmental trends in how individuals experience and engage with music?
Data from 2 large cross-sectional studies involving more than a quarter of a million …
Data from 2 large cross-sectional studies involving more than a quarter of a million …
Extracting features of entertainment products: A guided latent dirichlet allocation approach informed by the psychology of media consumption
The authors propose a quantitative approach for describing entertainment products, in a way
that allows for improving the predictive performance of consumer choice models for these …
that allows for improving the predictive performance of consumer choice models for these …
Psychology-informed recommender systems
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 …
Most of today's recommendation algorithms are data-driven and based on behavioral data …
[图书][B] Wired for culture: origins of the human social mind
M Pagel - 2012 - books.google.com
A fascinating, far-reaching study of how our species' innate capacity for culture altered the
course of our social and evolutionary history. A unique trait of the human species is that our …
course of our social and evolutionary history. A unique trait of the human species is that our …
When e-commerce personalization systems show and tell: Investigating the relative persuasive appeal of content-based versus collaborative filtering
In the e-commerce context, are we persuaded more by a product recommendation that
matches our preferences (content filtering) or by one that is endorsed by others like us …
matches our preferences (content filtering) or by one that is endorsed by others like us …
Alleviating the new user problem in collaborative filtering by exploiting personality information
The new user problem in recommender systems is still challenging, and there is not yet a
unique solution that can be applied in any domain or situation. In this paper we analyze …
unique solution that can be applied in any domain or situation. In this paper we analyze …