Unveiling News Publishers Trustworthiness Through Social Interactions
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
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| _version_ | 1866929259134582784 |
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| author | Pratelli, Manuel Saracco, Fabio Petrocchi, Marinella |
| author_facet | Pratelli, Manuel Saracco, Fabio Petrocchi, Marinella |
| contents | With the primary goal of raising readers' awareness of misinformation phenomena, extensive efforts have been made by both academic institutions and independent organizations to develop methodologies for assessing the trustworthiness of online news publishers. Unfortunately, existing approaches are costly and face critical scalability challenges. This study presents a novel framework for assessing the trustworthiness of online news publishers using user interactions on social media platforms. The proposed methodology provides a versatile solution that serves the dual purpose of i) identifying verifiable online publishers and ii) automatically performing an initial estimation of the trustworthiness of previously unclassified online news outlets. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_18621 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Unveiling News Publishers Trustworthiness Through Social Interactions Pratelli, Manuel Saracco, Fabio Petrocchi, Marinella Social and Information Networks With the primary goal of raising readers' awareness of misinformation phenomena, extensive efforts have been made by both academic institutions and independent organizations to develop methodologies for assessing the trustworthiness of online news publishers. Unfortunately, existing approaches are costly and face critical scalability challenges. This study presents a novel framework for assessing the trustworthiness of online news publishers using user interactions on social media platforms. The proposed methodology provides a versatile solution that serves the dual purpose of i) identifying verifiable online publishers and ii) automatically performing an initial estimation of the trustworthiness of previously unclassified online news outlets. |
| title | Unveiling News Publishers Trustworthiness Through Social Interactions |
| topic | Social and Information Networks |
| url | https://arxiv.org/abs/2402.18621 |