Data mining approach to the detection of suicide in social media: A case study of Singapore
In this research, we focus on the social phenomenon of suicide. Specifically, we perform social sensing on digital traces obtained from Reddit. We analyze the posts and comments in that are related to depression and suicide. We perform natural language processing to better understand different aspec...
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Main Authors: | , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2018
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Online Access: | https://ink.library.smu.edu.sg/sis_research/4340 https://ink.library.smu.edu.sg/context/sis_research/article/5343/viewcontent/DM_Suicide_SocialMedia_2018_av.pdf |
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Institution: | Singapore Management University |
Language: | English |
Summary: | In this research, we focus on the social phenomenon of suicide. Specifically, we perform social sensing on digital traces obtained from Reddit. We analyze the posts and comments in that are related to depression and suicide. We perform natural language processing to better understand different aspects of human life that relate to suicide. |
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