Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope
International Journal of Computer Vision
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 4 - Volume 4
Robust Real-Time Face Detection
International Journal of Computer Vision
Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship
Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
The dynamics of viral marketing
ACM Transactions on the Web (TWEB)
A survey on context-aware systems
International Journal of Ad Hoc and Ubiquitous Computing
Affective feedback: an investigation into the role of emotions in the information seeking process
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
Affective image classification using features inspired by psychology and art theory
Proceedings of the international conference on Multimedia
Personality, motivation and video games
Proceedings of the 22nd Conference of the Computer-Human Interaction Special Interest Group of Australia on Computer-Human Interaction
Introverted elves & conscientious gnomes: the expression of personality in world of warcraft
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Image analysis by counting on a grid
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Human Information Interaction: An Ecological Approach to Information Behavior
Human Information Interaction: An Ecological Approach to Information Behavior
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Proceedings of the 20th ACM international conference on Multimedia
Digital_Humanities
The Good Our Field Can Hope to Do, the Harm It Should Avoid
IEEE Transactions on Affective Computing
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
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One of the main findings of cognitive sciences is that automatic processes of which we are unaware shape, to a significant extent, our perception of the environment. The phenomenon applies not only to the real world, but also to multimedia data we consume every day. Whenever we look at pictures, watch a video or listen to audio recordings, our conscious attention efforts focus on the observable content, but our cognition spontaneously perceives intentions, beliefs, values, attitudes and other constructs that, while being outside of our conscious awareness, still shape our reactions and behavior. So far, multimedia technologies have neglected such a phenomenon to a large extent. This paper argues that taking into account cognitive effects is possible and it can also improve multimedia approaches. As a supporting proof-of-concept, the paper shows not only that there are visual patterns correlated with the personality traits of 300 Flickr users to a statistically significant extent, but also that the personality traits (both self-assessed and attributed by others) of those users can be inferred from the images these latter post as "favourite".