FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2997788455> ?p ?o ?g. }

• W2997788455 endingPage "1103" @default.
• W2997788455 startingPage "1096" @default.
• W2997788455 abstract "Efficient and reliable social bot classification is crucial for detecting information manipulation on social media. Despite rapid development, state-of-the-art bot detection models still face generalization and scalability challenges, which greatly limit their applications. In this paper we propose a framework that uses minimal account metadata, enabling efficient analysis that scales up to handle the full stream of public tweets of Twitter in real time. To ensure model accuracy, we build a rich collection of labeled datasets for training and validation. We deploy a strict validation system so that model performance on unseen datasets is also optimized, in addition to traditional cross-validation. We find that strategically selecting a subset of training data yields better model accuracy and generalization than exhaustively training on all available data. Thanks to the simplicity of the proposed model, its logic can be interpreted to provide insights into social bot characteristics." @default.
• W2997788455 created "2020-01-10" @default.
• W2997788455 creator A5021346979 @default.
• W2997788455 creator A5031461158 @default.
• W2997788455 creator A5054574752 @default.
• W2997788455 creator A5077072350 @default.
• W2997788455 date "2020-04-03" @default.
• W2997788455 modified "2023-10-16" @default.
• W2997788455 title "Scalable and Generalizable Social Bot Detection through Data Selection" @default.
• W2997788455 cites W176212337 @default.
• W2997788455 cites W1964935226 @default.
• W2997788455 cites W2032020816 @default.
• W2997788455 cites W2101234009 @default.
• W2997788455 cites W2269924745 @default.
• W2997788455 cites W2278635123 @default.
• W2997788455 cites W2473813716 @default.
• W2997788455 cites W2550819555 @default.
• W2997788455 cites W2573614998 @default.
• W2997788455 cites W2583516892 @default.
• W2997788455 cites W2596225776 @default.
• W2997788455 cites W2724523750 @default.
• W2997788455 cites W2761800815 @default.
• W2997788455 cites W2769056027 @default.
• W2997788455 cites W2769471736 @default.
• W2997788455 cites W2769951052 @default.
• W2997788455 cites W2787070805 @default.
• W2997788455 cites W2787296320 @default.
• W2997788455 cites W2790166049 @default.
• W2997788455 cites W2797351940 @default.
• W2997788455 cites W2810193935 @default.
• W2997788455 cites W2888571776 @default.
• W2997788455 cites W2892724803 @default.
• W2997788455 cites W2900936184 @default.
• W2997788455 cites W2903694883 @default.
• W2997788455 cites W2907352650 @default.
• W2997788455 cites W2910369730 @default.
• W2997788455 cites W2911526406 @default.
• W2997788455 cites W2915809541 @default.
• W2997788455 cites W2952224515 @default.
• W2997788455 cites W2963062084 @default.
• W2997788455 cites W2963806301 @default.
• W2997788455 cites W2980843044 @default.
• W2997788455 cites W3098230111 @default.
• W2997788455 cites W3098249847 @default.
• W2997788455 cites W3098633151 @default.
• W2997788455 cites W3103643558 @default.
• W2997788455 cites W3125182500 @default.
• W2997788455 cites W607505555 @default.
• W2997788455 doi "https://doi.org/10.1609/aaai.v34i01.5460" @default.
• W2997788455 hasPublicationYear "2020" @default.
• W2997788455 type Work @default.
• W2997788455 sameAs 2997788455 @default.
• W2997788455 citedByCount "141" @default.
• W2997788455 countsByYear W29977884552020 @default.
• W2997788455 countsByYear W29977884552021 @default.
• W2997788455 countsByYear W29977884552022 @default.
• W2997788455 countsByYear W29977884552023 @default.
• W2997788455 crossrefType "journal-article" @default.
• W2997788455 hasAuthorship W2997788455A5021346979 @default.
• W2997788455 hasAuthorship W2997788455A5031461158 @default.
• W2997788455 hasAuthorship W2997788455A5054574752 @default.
• W2997788455 hasAuthorship W2997788455A5077072350 @default.
• W2997788455 hasBestOaLocation W29977884551 @default.
• W2997788455 hasConcept C111472728 @default.
• W2997788455 hasConcept C119857082 @default.
• W2997788455 hasConcept C124101348 @default.
• W2997788455 hasConcept C134306372 @default.
• W2997788455 hasConcept C136764020 @default.
• W2997788455 hasConcept C138885662 @default.
• W2997788455 hasConcept C144024400 @default.
• W2997788455 hasConcept C154945302 @default.
• W2997788455 hasConcept C177148314 @default.
• W2997788455 hasConcept C2776372474 @default.
• W2997788455 hasConcept C2779304628 @default.
• W2997788455 hasConcept C33923547 @default.
• W2997788455 hasConcept C36289849 @default.
• W2997788455 hasConcept C41008148 @default.
• W2997788455 hasConcept C48044578 @default.
• W2997788455 hasConcept C518677369 @default.
• W2997788455 hasConcept C77088390 @default.
• W2997788455 hasConcept C81917197 @default.
• W2997788455 hasConcept C93518851 @default.
• W2997788455 hasConcept C93959086 @default.
• W2997788455 hasConceptScore W2997788455C111472728 @default.
• W2997788455 hasConceptScore W2997788455C119857082 @default.
• W2997788455 hasConceptScore W2997788455C124101348 @default.
• W2997788455 hasConceptScore W2997788455C134306372 @default.
• W2997788455 hasConceptScore W2997788455C136764020 @default.
• W2997788455 hasConceptScore W2997788455C138885662 @default.
• W2997788455 hasConceptScore W2997788455C144024400 @default.
• W2997788455 hasConceptScore W2997788455C154945302 @default.
• W2997788455 hasConceptScore W2997788455C177148314 @default.
• W2997788455 hasConceptScore W2997788455C2776372474 @default.
• W2997788455 hasConceptScore W2997788455C2779304628 @default.
• W2997788455 hasConceptScore W2997788455C33923547 @default.
• W2997788455 hasConceptScore W2997788455C36289849 @default.
• W2997788455 hasConceptScore W2997788455C41008148 @default.
• W2997788455 hasConceptScore W2997788455C48044578 @default.

• next