Detecting dengue fever based on nature language processing

Dengue Fever is becoming an increasingly severe problem all over the world. Besides curing dengue, detecting and preventing Dengue Fever is a very important way to protect public health. With the prevailing of social media, lots of information can be extracted utilizing Nature Language Processing. T...

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Bibliographic Details
Main Author:	Xia, Linpeng
Other Authors:	Mao Kezhi
Format:	Thesis-Master by Coursework
Language:	English
Published:	Nanyang Technological University 2023
Subjects:	Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Online Access:	https://hdl.handle.net/10356/164076
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-1640762023-07-04T17:45:09Z Detecting dengue fever based on nature language processing Xia, Linpeng Mao Kezhi School of Electrical and Electronic Engineering EKZMao@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Dengue Fever is becoming an increasingly severe problem all over the world. Besides curing dengue, detecting and preventing Dengue Fever is a very important way to protect public health. With the prevailing of social media, lots of information can be extracted utilizing Nature Language Processing. This thesis collects publicly available data from Twitter to build a standard dataset about Dengue Fever and utilizes several kinds of neural networks to do Dengue detection. The experiment results show that CNN network is the best for this kind of job. Master of Science (Computer Control and Automation) 2023-01-04T08:34:08Z 2023-01-04T08:34:08Z 2022 Thesis-Master by Coursework Xia, L. (2022). Detecting dengue fever based on nature language processing. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/164076 https://hdl.handle.net/10356/164076 en application/pdf Nanyang Technological University
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
spellingShingle	Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Xia, Linpeng Detecting dengue fever based on nature language processing
description	Dengue Fever is becoming an increasingly severe problem all over the world. Besides curing dengue, detecting and preventing Dengue Fever is a very important way to protect public health. With the prevailing of social media, lots of information can be extracted utilizing Nature Language Processing. This thesis collects publicly available data from Twitter to build a standard dataset about Dengue Fever and utilizes several kinds of neural networks to do Dengue detection. The experiment results show that CNN network is the best for this kind of job.
author2	Mao Kezhi
author_facet	Mao Kezhi Xia, Linpeng
format	Thesis-Master by Coursework
author	Xia, Linpeng
author_sort	Xia, Linpeng
title	Detecting dengue fever based on nature language processing
title_short	Detecting dengue fever based on nature language processing
title_full	Detecting dengue fever based on nature language processing
title_fullStr	Detecting dengue fever based on nature language processing
title_full_unstemmed	Detecting dengue fever based on nature language processing
title_sort	detecting dengue fever based on nature language processing
publisher	Nanyang Technological University
publishDate	2023
url	https://hdl.handle.net/10356/164076
_version_	1772825492200620032

Detecting dengue fever based on nature language processing

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