Privacy concerns in social media UGC communities: Understanding user behavior sentiments in complex networks
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10257-023-00631-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8445 |
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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 |
8.891145 |