Using social media for mental health surveillance: a review

R Skaik, D Inkpen - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
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 …

From ideas to interventions: A review and comparison of frameworks used in early phase behavioral translation research.

SM Czajkowski, CM Hunter - Health Psychology, 2021 - psycnet.apa.org
Developing and testing more effective health-related behavioral interventions is critical to
making progress in improving disease prevention and treatment. One way to achieve this …

Diminished diversity-of-thought in a standard large language model

PS Park, P Schoenegger, C Zhu - Behavior Research Methods, 2024 - Springer
We test whether large language models (LLMs) can be used to simulate human participants
in social-science studies. To do this, we ran replications of 14 studies from the Many Labs 2 …

From black box to clear box: A hypothesis testing framework for scalar regression problems using deep artificial neural networks

W Messner - Applied Soft Computing, 2023 - Elsevier
Despite the impressive predictive performance exhibited by deep learning across various
domains, its application in research models within the social and behavioral sciences has …

Potential pitfalls with automatic sentiment analysis: The example of queerphobic bias

EL Ungless, B Ross, V Belle - Social science computer …, 2023 - journals.sagepub.com
Automated sentiment analysis can help efficiently detect trends in patients' moods,
consumer preferences, political attitudes and more. Unfortunately, like many natural …

Artificial Intelligence as a tool for analysis in Social Sciences: methods and applications

MC Hernández-Lugo - LatIA, 2024 - latia.ageditor.uy
Artificial Intelligence (AI) transforms the social sciences by providing new methodologies
and tools for data analysis. This article was based on a comprehensive literature review that …

Sosyal bilimlerde büyük veri analitiği, yapay zekâ ve makine öğreniminin kullanımı

MH Mete - Anadolu Üniversitesi Sosyal Bilimler Dergisi, 2023 - dergipark.org.tr
Teknolojinin gelişimi ile birlikte sosyal bilimler alanında çalışan araştırmacılara sunulan araç
ve tekniklerin sayısı artmaktadır. Büyük hacimli verilerin araştırmalara kolaylıkla entegre …

[图书][B] Data analytics for the social sciences: applications in R

GD Garson - 2021 - taylorfrancis.com
Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data
analytics for social science. It features applications in the R language, arguably the fastest …

Artificial intelligence in applied family research involving families with young children: A scoping review

JY Lee, E Ahn, A Xu, Y Yang, Y Chang, H Cha… - Family …, 2024 - Wiley Online Library
Objective This scoping review systematically examined the applied family science literature
involving families raising young children to understand how relevant studies have applied …

Автоматизированный анализ текстов в психологии: состояние и перспективы эмпирических исследований

ДА Китова, АЛ Журавлев - Психологическое знание: стадии …, 2023 - elibrary.ru
ДА Китова, АЛ Журавлев ния больших объемов данных (и их обработки), а при
подключении к международной сети интернет создает дополнительную возможность …