… of passive sensing technologies for detecting loneliness and … ’ behaviors, can affect loneliness
and social isolation. In addition, … the use of passive sensing to detect loneliness and social …

… Predicting maternal loneliness with the use of passive data sensing is beneficial to … In
this paper, we present a passive sensing method, enabled by a smartwatch, for loneliness …

… Detection of Loneliness Level and Change in Loneliness: Machine Learning Analysis … the
use of passive sensing in inferring the state of loneliness, we defined loneliness detection as a …

… understanding and detection of loneliness. This paper introduces a novel approach to
loneliness detection, leveraging a data set gathered through passive sensing using mobile phones…

… feasibility of using passive sensing with a smartwatch to predict maternal loneliness. Our
developed machine learning models achieved a high F1 score for loneliness prediction. We …

… This study presents a significant contribution to the field of loneliness detection among
students, employing a novel approach that combines passive sensing data from smartphones and …

… passive sensing data from the mobile application BEHAPP correlate with survey-based
measurements of loneliness. … PCA is applied to passive sensing data together with loneliness. …

… , 16 but longitudinal research using passive sensing data could provide valuable insights …
loneliness and depression among college students, particularly by leveraging passive sensing …

… Social isolation and feelings of loneliness (ie, what we call “perceived loneliness”) have had
… Today, the increased perception of social isolation or loneliness is typically associated with …

… loneliness using data collected from smartphone sensors, … potential for loneliness detection
via passive sensing since it … loneliness detection due to stigma associated with loneliness. …