Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis
The growing use of social media among Internet users produces a vast and new source of
user generated ecological data, such as textual posts and images, which can be collected …
user generated ecological data, such as textual posts and images, which can be collected …
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 …
Current challenges and visions in music recommender systems research
Music recommender systems (MRSs) have experienced a boom in recent years, thanks to
the emergence and success of online streaming services, which nowadays make available …
the emergence and success of online streaming services, which nowadays make available …
“Just the way you are”: Linking music listening on Spotify and personality
Advances in digital technology have put music libraries at people's fingertips, giving them
immediate access to more music than ever before. Here we overcome limitations of prior …
immediate access to more music than ever before. Here we overcome limitations of prior …
Deep learning-based personality recognition from text posts of online social networks
D Xue, L Wu, Z Hong, S Guo, L Gao, Z Wu, X Zhong… - Applied …, 2018 - Springer
Personality is an important psychological construct accounting for individual differences in
people. Computational personality recognition from online social networks is gaining …
people. Computational personality recognition from online social networks is gaining …
[BOOK][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 …
that help to identify recommendations for groups instead of single users. In this context, the …
What twitter profile and posted images reveal about depression and anxiety
Previous work has found strong links between the choice of social media images and users'
emotions, demographics and personality traits. In this study, we examine which attributes of …
emotions, demographics and personality traits. In this study, we examine which attributes of …
Predicting individual characteristics from digital traces on social media: A meta-analysis
The increasing utilization of social media provides a vast and new source of user-generated
ecological data (digital traces), which can be automatically collected for research purposes …
ecological data (digital traces), which can be automatically collected for research purposes …
[HTML][HTML] Leaving traces behind: Using social media digital trace data to study adolescent wellbeing
Adolescents spend a significant amount of time on social media and there is a great public
worry, from parents to policy makers, about the effect of social media on healthy …
worry, from parents to policy makers, about the effect of social media on healthy …
Using computer vision techniques on Instagram to link users' personalities and genders to the features of their photos: An exploratory study
Instagram and other photo-based social networking sites have emerged as a popular
medium. Previous studies mainly focused on social media texts, but the current study deals …
medium. Previous studies mainly focused on social media texts, but the current study deals …