Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136238032> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W3136238032 abstract "Fauxtography is a category of multi-modal posts that spreads misleading information on various online social platforms (e.g., Facebook, Twitter, Reddit). A fauxtography post usually consists of an image, a text description and comments from its readers. In this paper, we focus on an explainable fauxtography detection problem where the goal is to explain which a specific component of a post leads to the fauxtography decision. This problem is motivated by the limitations of current fauxtography detection solutions that only focus on the detection but ignore the important explanation aspect of their results. Two critical challenges exist in solving our problem: i) it is difficult to accurately identify the guilty component of a fauxtography post given the fact that different components of the post and their associations could all lead to the fauxtography; ii) it is expensive and time-consuming to obtain a good training set with fine-grained labels of fauxtography posts in terms of explainability, making the corresponding solutions weakly supervised in nature. To address the above challenges, we develop ExFaux, an end-to-end graph-based fauxtography explanation framework, to effectively explain which part of the post contributes to its fauxtography. We evaluate the ExFaux by creating a real-world dataset from online social media (Twitter and Reddit). The results show that ExFaux not only detects the fauxtography posts more accurately than the state-of-the-arts but also provides well-justified explanations to its results." @default.
- W3136238032 created "2021-03-29" @default.
- W3136238032 creator A5045401193 @default.
- W3136238032 creator A5046454314 @default.
- W3136238032 creator A5073260424 @default.
- W3136238032 creator A5074191748 @default.
- W3136238032 date "2020-12-10" @default.
- W3136238032 modified "2023-10-14" @default.
- W3136238032 title "ExFaux: A Weakly Supervised Approach to Explainable Fauxtography Detection" @default.
- W3136238032 cites W2155189155 @default.
- W3136238032 cites W2245665439 @default.
- W3136238032 cites W2270683370 @default.
- W3136238032 cites W2470673105 @default.
- W3136238032 cites W2809476703 @default.
- W3136238032 cites W2897757923 @default.
- W3136238032 cites W2898329502 @default.
- W3136238032 cites W2898379853 @default.
- W3136238032 cites W2906670185 @default.
- W3136238032 cites W2911434141 @default.
- W3136238032 cites W2951307134 @default.
- W3136238032 cites W2971291998 @default.
- W3136238032 cites W3034949062 @default.
- W3136238032 cites W3047412441 @default.
- W3136238032 cites W3080922200 @default.
- W3136238032 cites W3100848837 @default.
- W3136238032 cites W3104737638 @default.
- W3136238032 cites W3186300659 @default.
- W3136238032 cites W4253271685 @default.
- W3136238032 doi "https://doi.org/10.1109/bigdata50022.2020.9378019" @default.
- W3136238032 hasPublicationYear "2020" @default.
- W3136238032 type Work @default.
- W3136238032 sameAs 3136238032 @default.
- W3136238032 citedByCount "13" @default.
- W3136238032 countsByYear W31362380322021 @default.
- W3136238032 countsByYear W31362380322022 @default.
- W3136238032 countsByYear W31362380322023 @default.
- W3136238032 crossrefType "proceedings-article" @default.
- W3136238032 hasAuthorship W3136238032A5045401193 @default.
- W3136238032 hasAuthorship W3136238032A5046454314 @default.
- W3136238032 hasAuthorship W3136238032A5073260424 @default.
- W3136238032 hasAuthorship W3136238032A5074191748 @default.
- W3136238032 hasConcept C115961682 @default.
- W3136238032 hasConcept C119857082 @default.
- W3136238032 hasConcept C120665830 @default.
- W3136238032 hasConcept C121332964 @default.
- W3136238032 hasConcept C132525143 @default.
- W3136238032 hasConcept C136764020 @default.
- W3136238032 hasConcept C154945302 @default.
- W3136238032 hasConcept C168167062 @default.
- W3136238032 hasConcept C177264268 @default.
- W3136238032 hasConcept C185592680 @default.
- W3136238032 hasConcept C188027245 @default.
- W3136238032 hasConcept C192209626 @default.
- W3136238032 hasConcept C199360897 @default.
- W3136238032 hasConcept C41008148 @default.
- W3136238032 hasConcept C518677369 @default.
- W3136238032 hasConcept C71139939 @default.
- W3136238032 hasConcept C80444323 @default.
- W3136238032 hasConcept C97355855 @default.
- W3136238032 hasConceptScore W3136238032C115961682 @default.
- W3136238032 hasConceptScore W3136238032C119857082 @default.
- W3136238032 hasConceptScore W3136238032C120665830 @default.
- W3136238032 hasConceptScore W3136238032C121332964 @default.
- W3136238032 hasConceptScore W3136238032C132525143 @default.
- W3136238032 hasConceptScore W3136238032C136764020 @default.
- W3136238032 hasConceptScore W3136238032C154945302 @default.
- W3136238032 hasConceptScore W3136238032C168167062 @default.
- W3136238032 hasConceptScore W3136238032C177264268 @default.
- W3136238032 hasConceptScore W3136238032C185592680 @default.
- W3136238032 hasConceptScore W3136238032C188027245 @default.
- W3136238032 hasConceptScore W3136238032C192209626 @default.
- W3136238032 hasConceptScore W3136238032C199360897 @default.
- W3136238032 hasConceptScore W3136238032C41008148 @default.
- W3136238032 hasConceptScore W3136238032C518677369 @default.
- W3136238032 hasConceptScore W3136238032C71139939 @default.
- W3136238032 hasConceptScore W3136238032C80444323 @default.
- W3136238032 hasConceptScore W3136238032C97355855 @default.
- W3136238032 hasFunder F4320306076 @default.
- W3136238032 hasFunder F4320316514 @default.
- W3136238032 hasLocation W31362380321 @default.
- W3136238032 hasOpenAccess W3136238032 @default.
- W3136238032 hasPrimaryLocation W31362380321 @default.
- W3136238032 hasRelatedWork W2379533788 @default.
- W3136238032 hasRelatedWork W2748952813 @default.
- W3136238032 hasRelatedWork W2961085424 @default.
- W3136238032 hasRelatedWork W3046775127 @default.
- W3136238032 hasRelatedWork W3170094116 @default.
- W3136238032 hasRelatedWork W4285260836 @default.
- W3136238032 hasRelatedWork W4286629047 @default.
- W3136238032 hasRelatedWork W4306321456 @default.
- W3136238032 hasRelatedWork W4306674287 @default.
- W3136238032 hasRelatedWork W4224009465 @default.
- W3136238032 isParatext "false" @default.
- W3136238032 isRetracted "false" @default.
- W3136238032 magId "3136238032" @default.
- W3136238032 workType "article" @default.