FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3200364215> ?p ?o ?g. }

• W3200364215 abstract "Fake news, false or misleading information presented as news, has a great impact on many aspects of society, such as politics and healthcare. To handle this emerging problem, many fake news detection methods have been proposed, applying Natural Language Processing (NLP) techniques on the article text. Considering that even people cannot easily distinguish fake news by news content, these text-based solutions are insufficient. To further improve fake news detection, researchers suggested graph-based solutions, utilizing the social context information such as user engagement or publishers information. However, existing graph-based methods still suffer from the following four major drawbacks: 1) expensive computational cost due to a large number of user nodes in the graph, 2) the error in sub-tasks, such as textual encoding or stance detection, 3) loss of rich social context due to homogeneous representation of news graphs, and 4) the absence of temporal information utilization. In order to overcome the aforementioned issues, we propose a novel social context aware fake news detection method, Hetero-SCAN, based on a heterogeneous graph neural network. Hetero-SCAN learns the news representation from the heterogeneous graph of news in an end-to-end manner. We demonstrate that Hetero-SCAN yields significant improvement over state-of-the-art text-based and graph-based fake news detection methods in terms of performance and efficiency." @default.
• W3200364215 created "2021-09-27" @default.
• W3200364215 creator A5005862316 @default.
• W3200364215 creator A5020454074 @default.
• W3200364215 creator A5080365578 @default.
• W3200364215 creator A5084473174 @default.
• W3200364215 date "2021-09-13" @default.
• W3200364215 modified "2023-09-27" @default.
• W3200364215 title "Hetero-SCAN: Towards Social Context Aware Fake News Detection via Heterogeneous Graph Neural Network." @default.
• W3200364215 cites W1507075132 @default.
• W3200364215 cites W1532503642 @default.
• W3200364215 cites W1924770834 @default.
• W3200364215 cites W2124637344 @default.
• W3200364215 cites W2283196293 @default.
• W3200364215 cites W2339329611 @default.
• W3200364215 cites W2519887557 @default.
• W3200364215 cites W2577888896 @default.
• W3200364215 cites W2593408211 @default.
• W3200364215 cites W2624431344 @default.
• W3200364215 cites W2809476703 @default.
• W3200364215 cites W2891453035 @default.
• W3200364215 cites W2906971970 @default.
• W3200364215 cites W2909137510 @default.
• W3200364215 cites W2911286998 @default.
• W3200364215 cites W2912305564 @default.
• W3200364215 cites W2915177913 @default.
• W3200364215 cites W2949547296 @default.
• W3200364215 cites W2951307134 @default.
• W3200364215 cites W2962756421 @default.
• W3200364215 cites W2963858333 @default.
• W3200364215 cites W2963968475 @default.
• W3200364215 cites W2964116313 @default.
• W3200364215 cites W2965857891 @default.
• W3200364215 cites W2996851481 @default.
• W3200364215 cites W3000155280 @default.
• W3200364215 cites W3003836855 @default.
• W3200364215 cites W3031781733 @default.
• W3200364215 cites W3038570070 @default.
• W3200364215 cites W3049697419 @default.
• W3200364215 cites W3081942662 @default.
• W3200364215 cites W3121309663 @default.
• W3200364215 cites W3128497535 @default.
• W3200364215 hasPublicationYear "2021" @default.
• W3200364215 type Work @default.
• W3200364215 sameAs 3200364215 @default.
• W3200364215 citedByCount "0" @default.
• W3200364215 crossrefType "posted-content" @default.
• W3200364215 hasAuthorship W3200364215A5005862316 @default.
• W3200364215 hasAuthorship W3200364215A5020454074 @default.
• W3200364215 hasAuthorship W3200364215A5080365578 @default.
• W3200364215 hasAuthorship W3200364215A5084473174 @default.
• W3200364215 hasConcept C119857082 @default.
• W3200364215 hasConcept C132525143 @default.
• W3200364215 hasConcept C136764020 @default.
• W3200364215 hasConcept C151730666 @default.
• W3200364215 hasConcept C154945302 @default.
• W3200364215 hasConcept C17744445 @default.
• W3200364215 hasConcept C199539241 @default.
• W3200364215 hasConcept C23123220 @default.
• W3200364215 hasConcept C2776359362 @default.
• W3200364215 hasConcept C2779343474 @default.
• W3200364215 hasConcept C2993807640 @default.
• W3200364215 hasConcept C41008148 @default.
• W3200364215 hasConcept C518677369 @default.
• W3200364215 hasConcept C80444323 @default.
• W3200364215 hasConcept C86803240 @default.
• W3200364215 hasConcept C94625758 @default.
• W3200364215 hasConceptScore W3200364215C119857082 @default.
• W3200364215 hasConceptScore W3200364215C132525143 @default.
• W3200364215 hasConceptScore W3200364215C136764020 @default.
• W3200364215 hasConceptScore W3200364215C151730666 @default.
• W3200364215 hasConceptScore W3200364215C154945302 @default.
• W3200364215 hasConceptScore W3200364215C17744445 @default.
• W3200364215 hasConceptScore W3200364215C199539241 @default.
• W3200364215 hasConceptScore W3200364215C23123220 @default.
• W3200364215 hasConceptScore W3200364215C2776359362 @default.
• W3200364215 hasConceptScore W3200364215C2779343474 @default.
• W3200364215 hasConceptScore W3200364215C2993807640 @default.
• W3200364215 hasConceptScore W3200364215C41008148 @default.
• W3200364215 hasConceptScore W3200364215C518677369 @default.
• W3200364215 hasConceptScore W3200364215C80444323 @default.
• W3200364215 hasConceptScore W3200364215C86803240 @default.
• W3200364215 hasConceptScore W3200364215C94625758 @default.
• W3200364215 hasLocation W32003642151 @default.
• W3200364215 hasOpenAccess W3200364215 @default.
• W3200364215 hasPrimaryLocation W32003642151 @default.
• W3200364215 hasRelatedWork W2951596838 @default.
• W3200364215 hasRelatedWork W2977554063 @default.
• W3200364215 hasRelatedWork W3005916745 @default.
• W3200364215 hasRelatedWork W3014828506 @default.
• W3200364215 hasRelatedWork W3038570070 @default.
• W3200364215 hasRelatedWork W3070920170 @default.
• W3200364215 hasRelatedWork W3097482582 @default.
• W3200364215 hasRelatedWork W3101890897 @default.
• W3200364215 hasRelatedWork W3104180714 @default.
• W3200364215 hasRelatedWork W3119467012 @default.
• W3200364215 hasRelatedWork W3121750760 @default.
• W3200364215 hasRelatedWork W3133378905 @default.
• W3200364215 hasRelatedWork W3157432622 @default.
• W3200364215 hasRelatedWork W3159986523 @default.

• next