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Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks

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Bibliographic Details
Main Authors: Jose Ramon, Saura, Daniel, Palacios-Marqués, Domingo, Ribeiro-Soriano
Format: Book
Language:English
Published: Springer 2023
Subjects:
social media UGC communities
behavior sentiments
Online Access:https://link.springer.com/article/10.1007/s10257-023-00631-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8445
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spelling oai:localhost:PNK-84452023-05-12T02:06:12Z Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks Jose Ramon, Saura Daniel, Palacios-Marqués Domingo, Ribeiro-Soriano social media UGC communities behavior sentiments CC BY In a digital ecosystem where large amounts of data related to user actions are generated every day, important concerns have emerged about the collection, management, and analysis of these data and, according, about user privacy. In recent years, users have been accustomed to organizing in and relying on digital communities to support and achieve their goals. In this context, the present study aims to identify the main privacy concerns in user communities on social media, and how these affect users’ online behavior. In order to better understand online communities in social networks, privacy concerns, and their connection to user behavior, we developed an innovative and original methodology that combines elements of machine learning as a technical contribution. First, a complex network visualization algorithm known as ForceAtlas2 was used through the open-source software Gephi to visually identify the nodes that form the main communities belonging to the sample of UGC collected from Twitter. 2023-05-12T02:06:12Z 2023-05-12T02:06:12Z 2023 Book https://link.springer.com/article/10.1007/s10257-023-00631-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8445 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic social media UGC communities
behavior sentiments
spellingShingle social media UGC communities
behavior sentiments
Jose Ramon, Saura
Daniel, Palacios-Marqués
Domingo, Ribeiro-Soriano
Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
description CC BY
format Book
author Jose Ramon, Saura
Daniel, Palacios-Marqués
Domingo, Ribeiro-Soriano
author_facet Jose Ramon, Saura
Daniel, Palacios-Marqués
Domingo, Ribeiro-Soriano
author_sort Jose Ramon, Saura
title Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
title_short Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
title_full Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
title_fullStr Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
title_full_unstemmed Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
title_sort privacy concerns in social media ugc communities: understanding user behavior sentiments in complex networks
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10257-023-00631-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8445
_version_ 1765717598398316544
score 8.891053

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