@article{ref1,
title="Detecting suicidal text using natural language processing",
journal="Suicide studies",
year="2023",
author="DeNise Barton, Cassandra",
volume="4",
number="2",
pages="48-57",
abstract="Using Natural Language Processing (NLP), we are able to analyze text from suicidal individuals. This can be done using a variety of methods. I analyzed a dataset of a girl named Victoria who died by suicide. I used a machine learning method to train using a different dataset and tested it on her diary entries to classify her text into two categories: suicidal vs non-suicidal. I used topic modeling to find out unique topics in each subset. I also found a pattern in her diary entries. NLP allows us to help suicidal individuals, their family members and their close friends.<p /> <p>Language: en</p>",
language="en",
issn="2771-3415",
doi="",
url="http://dx.doi.org/"
}