A review on recognizing depression in social networks: challenges and opportunities
作者： Felipe T. Giuntini , Mirela T. Cazzolato , Maria de Jesus Dutra dos Reis , Andrew T. Campbell , Agma J. M. Traina
DOI: 10.1007/S12652-020-01726-4
关键词:
摘要: … Social networks have become another resource for supporting mental health specialists in making inferences and finding indications of mental disorders, such as depression. This …
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Michael Gamon, Eric Horvitz, Munmun De Choudhury, Scott Counts, Predicting Depression via Social Media international conference on weblogs and social media. ,(2013)
Xinyu Wang, Chunhong Zhang, Yang Ji, Li Sun, Leijia Wu, Zhana Bao, A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network Lecture Notes in Computer Science. pp. 201- 213 ,(2013) , 10.1007/978-3-642-40319-4_18
Taridzo Chomutare, Text Classification to Automatically Identify Online Patients Vulnerable to Depression International Symposium on Pervasive Computing Paradigms for Mental Health. pp. 125- 130 ,(2014) , 10.1007/978-3-319-11564-1_13
Bernard C. Y. Tan, Tuan Quang Phan, Haifeng Xu, How Does Online Social Network Change My Mood? An Empirical Study of Depression Contagion On Social Network Sites Using Text-mining international conference on information systems. ,(2013)
Rudyar Cortés, Xavier Bonnaire, Olivier Marin, Pierre Sens, Stream Processing of Healthcare Sensor Data: Studying User Traces to Identify Challenges from a Big Data Perspective Procedia Computer Science. ,vol. 52, pp. 1004- 1009 ,(2015) , 10.1016/J.PROCS.2015.05.093
Chiaming Tung, Wenhsiang Lu, Analyzing depression tendency of web posts using an event-driven depression tendency warning model Artificial Intelligence in Medicine. ,vol. 66, pp. 53- 62 ,(2016) , 10.1016/J.ARTMED.2015.10.003
Xuemeng Song, Liqiang Nie, Luming Zhang, Mohammad Akbari, Tat-Seng Chua, Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction international acm sigir conference on research and development in information retrieval. pp. 213- 222 ,(2015) , 10.1145/2766462.2767726
Paul Ekman, Facial expression and emotion. American Psychologist. ,vol. 48, pp. 384- 392 ,(1993) , 10.1037//0003-066X.48.4.384
Jason B. Luoma, Catherine E. Martin, Jane L. Pearson, Contact with mental health and primary care providers before suicide: A review of the evidence American Journal of Psychiatry. ,vol. 159, pp. 909- 916 ,(2002) , 10.1176/APPI.AJP.159.6.909
Colin D Mathers, Dejan Loncar, Projections of Global Mortality and Burden of Disease from 2002 to 2030 PLOS Medicine. ,vol. 3, pp. 2011- 2030 ,(2006) , 10.1371/JOURNAL.PMED.0030442