Advances and open questions in the science of subjective well-being
Subjective well-being (SWB) is an extremely active area of research with about 170,000
articles and books published on the topic in the past 15 years. Methodological and …
articles and books published on the topic in the past 15 years. Methodological and …
Community detection algorithms in healthcare applications: a systematic review
Over the past few years, the number and volume of data sources in healthcare databases
has grown exponentially. Analyzing these voluminous medical data is both opportunity and …
has grown exponentially. Analyzing these voluminous medical data is both opportunity and …
Third wave positive psychology: Broadening towards complexity
The development of academic fields is often described through the metaphor of
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
Predictive biases in natural language processing models: A conceptual framework and overview
An increasing number of works in natural language processing have addressed the effect of
bias on the predicted outcomes, introducing mitigation techniques that act on different parts …
bias on the predicted outcomes, introducing mitigation techniques that act on different parts …
Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations.
Technology now makes it possible to understand efficiently and at large scale how people
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
[HTML][HTML] Social networking sites, depression, and anxiety: a systematic review
Background: Social networking sites (SNSs) have become a pervasive part of modern
culture, which may also affect mental health. Objective: The aim of this systematic review …
culture, which may also affect mental health. Objective: The aim of this systematic review …
Using social media for mental health surveillance: a review
Data on social media contain a wealth of user information. Big data research of social media
data may also support standard surveillance approaches and provide decision-makers with …
data may also support standard surveillance approaches and provide decision-makers with …
Automatic personality assessment through social media language.
Abstract Language use is a psychologically rich, stable individual difference with well-
established correlations to personality. We describe a method for assessing personality …
established correlations to personality. We describe a method for assessing personality …
Sentiment analysis: Detecting valence, emotions, and other affectual states from text
SM Mohammad - Emotion measurement, 2016 - Elsevier
Sentiment analysis is the task of automatically determining from text the attitude, emotion, or
some other affectual state of the author. This chapter summarizes the diverse landscape of …
some other affectual state of the author. This chapter summarizes the diverse landscape of …
Psychological language on Twitter predicts county-level heart disease mortality
Hostility and chronic stress are known risk factors for heart disease, but they are costly to
assess on a large scale. We used language expressed on Twitter to characterize community …
assess on a large scale. We used language expressed on Twitter to characterize community …