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79
Voted
RECSYS
2015
ACM
9 years 11 months ago
Predicting Personality Traits with Instagram Pictures
Instagram is a popular social networking application, which allows photo-sharing and applying different photo filters to adjust the appearance of a picture. By applying photo ...
Bruce Ferwerda, Markus Schedl, Marko Tkalcic
93
Voted
RECSYS
2015
ACM
9 years 11 months ago
A Probabilistic Model for Using Social Networks in Personalized Item Recommendation
Preference-based recommendation systems have transformed how we consume media. By analyzing usage data, these methods uncover our latent preferences for items (such as articles or...
Allison June-Barlow Chaney, David M. Blei, Tina El...
72
Voted
RECSYS
2015
ACM
9 years 11 months ago
Listener-Inspired Automated Music Playlist Generation
The objective of this PhD research is to deepen the understanding of how people listen to music and construct playlists. We believe that further insights into such mechanisms can ...
Andreu Vall
77
Voted
RECSYS
2015
ACM
9 years 11 months ago
Recommender Systems for the People - Enhancing Personalization in Web Augmentation
Web augmentation techniques allow the adaptation of websites on client side using browser extensions or plug-ins designed to run dedicated user scripts. However, while number and ...
Martin Wischenbart, Sergio Firmenich, Gustavo Ross...
81
Voted
RECSYS
2015
ACM
9 years 11 months ago
Measuring the Concentration Reinforcement Bias of Recommender Systems
In this paper, we propose new metrics to accurately measure the concentration reinforcement of recommender systems and the enhancement of the “long tail”. We also conduct a co...
Panagiotis Adamopoulos, Alexander Tuzhilin, Peter ...