Title
Sensors Know Which Photos Are Memorable.
Abstract
The goal of this study is to determine if physiological signals are salient in the detection of memorable personal photos. We begin by collecting physiological sensor data as well as memorability and emotion ratings for photos. We then build a mixed model to evaluate the predictive power of physiological variables on memorability and emotion by examining whether or not the photographer's data is useful for predicting the ratings of the photographer or the ratings of the subjects in the photos. Our results suggest that heart rate and GSR (galvanic skin response) data are the major predictors of memorability for photographers, and that the sensor signals are not particularly useful for predicting memorability ratings of subjects in the photos.
Year
DOI
Venue
2017
10.1145/3027063.3053198
CHI Extended Abstracts
Field
DocType
Citations 
Computer science,Human–computer interaction,Wearable technology,Multimedia,Skin conductance,Salient
Conference
0
PageRank 
References 
Authors
0.34
7
6
Name
Order
Citations
PageRank
Soyoung Kim116822.15
Kalenzi Asio Evelyn Patra200.34
Auk Kim354.80
Kun-Pyo Lee417420.87
Aviv Segev524921.04
Uichin Lee613.05