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An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam

6(7), 70

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Main Authors: Quan Hoang, Vuong, Viet Phuong, La, Thanh Huyen T, Nguyen, Minh Hoang. Nguyen, Tam Tri. Le, Manh Toan. Ho
Format: Bài báo khoa học
Language:English
Published: MDPI Jourmals 2022
Subjects:
Online media data
Content Analysis
Online Access:https://dlib.phenikaa-uni.edu.vn/handle/PNK/4012
https://doi.org/10.3390/data6070070
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spelling oai:localhost:PNK-40122022-08-17T05:54:48Z An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam Quan Hoang, Vuong Viet Phuong, La Thanh Huyen T, Nguyen Minh Hoang. Nguyen Tam Tri. Le Manh Toan. Ho Online media data Content Analysis 6(7), 70 This method article presents the nuts and bolts of an AI-enabled approach to extracting and analyzing social media data. The method is based on our previous rapidly cited COVID-19 research publication, working on a dataset of more than 14,000 news articles from Vietnamese newspapers, to provide a comprehensive picture of how Vietnam has been responding to this unprecedented pandemic. This same method is behind our IUCN-supported research regarding the social aspects of environmental protection missions, now appearing in print in Wiley’s Corporate Social Responsibility and Environmental Management. Homemade AI-enabled software was the backbone of the study. The software has provided a fast and automatic approach in collecting and analyzing social data. Moreover, the tool also allows manually sorting the data, AI-generated word tokenizing in the Vietnamese language, and powerful visualization. The method hopes to provide an effective but low-cost method for social scientists to gather a massive amount of data and analyze them in a short amount of time. 2022-01-17T02:27:19Z 2022-01-17T02:27:19Z 2021 Bài báo khoa học https://dlib.phenikaa-uni.edu.vn/handle/PNK/4012 https://doi.org/10.3390/data6070070 en MDPI Jourmals
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Online media data
Content Analysis
spellingShingle Online media data
Content Analysis
Quan Hoang, Vuong
Viet Phuong, La
Thanh Huyen T, Nguyen
Minh Hoang. Nguyen
Tam Tri. Le
Manh Toan. Ho
An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
description 6(7), 70
format Bài báo khoa học
author Quan Hoang, Vuong
Viet Phuong, La
Thanh Huyen T, Nguyen
Minh Hoang. Nguyen
Tam Tri. Le
Manh Toan. Ho
author_facet Quan Hoang, Vuong
Viet Phuong, La
Thanh Huyen T, Nguyen
Minh Hoang. Nguyen
Tam Tri. Le
Manh Toan. Ho
author_sort Quan Hoang, Vuong
title An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
title_short An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
title_full An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
title_fullStr An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
title_full_unstemmed An AI-Enabled Approach in Analyzing Media Data: An Example from Data on COVID-19 News Coverage in Vietnam
title_sort ai-enabled approach in analyzing media data: an example from data on covid-19 news coverage in vietnam
publisher MDPI Jourmals
publishDate 2022
url https://dlib.phenikaa-uni.edu.vn/handle/PNK/4012
https://doi.org/10.3390/data6070070
_version_ 1751856271771828224
score 8.891053

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