Article

Behavioral Patterns in Smartphone Usage Predict Big Five Personality Traits

2019-06-12

Abstract excerpt

<p>The understanding, quantification and evaluation of individual differences in behavior, feelings and thoughts have always been central topics in psychological science. An enormous amount of previous work on individual differences in behavior is exclusively based on data from self-report questionnaires. To date, little is known about how individuals actually differ in their objectively quantifiable behaviors and...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5c51d75b-2070-52c7-b746-97fe874e2130
DOI: 10.31234/osf.io/ks4vd

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Behavioral Patterns in Smartphone Usage Predict Big Five Personality TraitsDOI 10.31234/osf.io/ks4vdRead

Personality Research and Assessment in the Era of Machine LearningSemantic proximity Read

Exploratory Machine Learning Modeling of Adaptive and Maladaptive Personality Traits from Passively Sensed BehaviorSemantic proximity Read

Utilizing Machine Learning Algorithms Trained on AI-generated Synthetic Participant Recent Music-Listening Activity in Predicting Big Five Personality TraitsSemantic proximity Read

Digital Phenotyping for Stress, Anxiety, and Mild Depression: Systematic Literature Review.Semantic proximity Read

Smartphone-Derived Biobehavioral Rhythms and Their Associations with Depression, Anxiety, and Sleep DisturbanceSemantic proximity Read

Analysis of Digital Phenotype for Classification of Self-Reported Anxiety.Semantic proximity Read

Digital Traces of Everyday Smartphone Usage Predict Cognitive AbilitySemantic proximity Read

Digital Traces of Everyday Smartphone Usage Predict Cognitive AbilitySemantic proximity Read

Objective Monitoring of Loneliness Levels using Smart Devices: A Multi-Device Approach for Mental Health ApplicationsSemantic proximity Read

Big Five Personality Traits Prediction Based on User CommentsSemantic proximity Read

Assessing the feasibility of large-scale digital sensing for depression and anxiety: The Digital Mental Health StudySemantic proximity Read

More than one piece of the puzzle: considering non-clinical factors for personalisation in digital phenotypingSemantic proximity Read