Matches in SemOpenAlex for { <https://semopenalex.org/work/W2266026389> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2266026389 endingPage "24" @default.
- W2266026389 startingPage "1" @default.
- W2266026389 abstract "Online social media allow users to interact with one another by sharing opinions, and these opinions have a critical impact on the way readers think and behave. Accordingly, an increasing number of <i>manipulators</i> deliberately spread messages to influence the public, often in an organized manner. In particular, political manipulation—manipulation of opponents to win political advantage—can result in serious consequences: antigovernment riots can break out, leading to candidates’ defeat in an election. A few approaches have been proposed to detect such manipulation based on the level of social interaction (i.e., manipulators actively post opinions but infrequently befriend and reply to other users). However, several studies have shown that the interactions can be forged at a low cost and thus may not be effective measures of manipulation. To go one step further, we collect a dataset for real, large-scale political manipulation, which consists of opinions found on Internet forums. These opinions are divided into manipulators and nonmanipulators. Using this collection, we demonstrate that manipulators inevitably work hard, in teams, to quickly influence a large audience. With this in mind, it could be said that a high level of collaborative efforts strongly indicates manipulation. For example, a group of manipulators may jointly post numerous opinions with a consistent theme and selectively recommend the same, well-organized opinion to promote its rank. We show that the effort measures, when combined with a supervised learning algorithm, successfully identify greater than 95% of the manipulators. We believe that the proposed method will help system administrators to accurately detect manipulators in disguise, significantly decreasing the intensity of manipulation." @default.
- W2266026389 created "2016-06-24" @default.
- W2266026389 creator A5033336403 @default.
- W2266026389 date "2015-06-12" @default.
- W2266026389 modified "2023-10-17" @default.
- W2266026389 title "Detection of Political Manipulation in Online Communities through Measures of Effort and Collaboration" @default.
- W2266026389 cites W1965586806 @default.
- W2266026389 cites W1975879668 @default.
- W2266026389 cites W1989643196 @default.
- W2266026389 cites W2013619287 @default.
- W2266026389 cites W2026013813 @default.
- W2266026389 cites W2032897813 @default.
- W2266026389 cites W2037102194 @default.
- W2266026389 cites W2047756776 @default.
- W2266026389 cites W2092277251 @default.
- W2266026389 cites W2093864148 @default.
- W2266026389 cites W2095738544 @default.
- W2266026389 cites W2097436041 @default.
- W2266026389 cites W2103063352 @default.
- W2266026389 cites W2110801527 @default.
- W2266026389 cites W2114535528 @default.
- W2266026389 cites W2127251289 @default.
- W2266026389 cites W2127935984 @default.
- W2266026389 cites W2150208547 @default.
- W2266026389 cites W2153305401 @default.
- W2266026389 cites W2156020699 @default.
- W2266026389 cites W2164777277 @default.
- W2266026389 cites W2911964244 @default.
- W2266026389 doi "https://doi.org/10.1145/2767134" @default.
- W2266026389 hasPublicationYear "2015" @default.
- W2266026389 type Work @default.
- W2266026389 sameAs 2266026389 @default.
- W2266026389 citedByCount "3" @default.
- W2266026389 countsByYear W22660263892017 @default.
- W2266026389 countsByYear W22660263892021 @default.
- W2266026389 countsByYear W22660263892023 @default.
- W2266026389 crossrefType "journal-article" @default.
- W2266026389 hasAuthorship W2266026389A5033336403 @default.
- W2266026389 hasConcept C107457646 @default.
- W2266026389 hasConcept C108827166 @default.
- W2266026389 hasConcept C110875604 @default.
- W2266026389 hasConcept C114614502 @default.
- W2266026389 hasConcept C121332964 @default.
- W2266026389 hasConcept C134698397 @default.
- W2266026389 hasConcept C136764020 @default.
- W2266026389 hasConcept C154945302 @default.
- W2266026389 hasConcept C164226766 @default.
- W2266026389 hasConcept C17744445 @default.
- W2266026389 hasConcept C199539241 @default.
- W2266026389 hasConcept C2522767166 @default.
- W2266026389 hasConcept C2778755073 @default.
- W2266026389 hasConcept C33566652 @default.
- W2266026389 hasConcept C33923547 @default.
- W2266026389 hasConcept C39549134 @default.
- W2266026389 hasConcept C41008148 @default.
- W2266026389 hasConcept C518677369 @default.
- W2266026389 hasConcept C62520636 @default.
- W2266026389 hasConcept C94625758 @default.
- W2266026389 hasConceptScore W2266026389C107457646 @default.
- W2266026389 hasConceptScore W2266026389C108827166 @default.
- W2266026389 hasConceptScore W2266026389C110875604 @default.
- W2266026389 hasConceptScore W2266026389C114614502 @default.
- W2266026389 hasConceptScore W2266026389C121332964 @default.
- W2266026389 hasConceptScore W2266026389C134698397 @default.
- W2266026389 hasConceptScore W2266026389C136764020 @default.
- W2266026389 hasConceptScore W2266026389C154945302 @default.
- W2266026389 hasConceptScore W2266026389C164226766 @default.
- W2266026389 hasConceptScore W2266026389C17744445 @default.
- W2266026389 hasConceptScore W2266026389C199539241 @default.
- W2266026389 hasConceptScore W2266026389C2522767166 @default.
- W2266026389 hasConceptScore W2266026389C2778755073 @default.
- W2266026389 hasConceptScore W2266026389C33566652 @default.
- W2266026389 hasConceptScore W2266026389C33923547 @default.
- W2266026389 hasConceptScore W2266026389C39549134 @default.
- W2266026389 hasConceptScore W2266026389C41008148 @default.
- W2266026389 hasConceptScore W2266026389C518677369 @default.
- W2266026389 hasConceptScore W2266026389C62520636 @default.
- W2266026389 hasConceptScore W2266026389C94625758 @default.
- W2266026389 hasFunder F4320321296 @default.
- W2266026389 hasIssue "3" @default.
- W2266026389 hasLocation W22660263891 @default.
- W2266026389 hasOpenAccess W2266026389 @default.
- W2266026389 hasPrimaryLocation W22660263891 @default.
- W2266026389 hasRelatedWork W1914782968 @default.
- W2266026389 hasRelatedWork W2020046386 @default.
- W2266026389 hasRelatedWork W2348269451 @default.
- W2266026389 hasRelatedWork W2368257048 @default.
- W2266026389 hasRelatedWork W2370480975 @default.
- W2266026389 hasRelatedWork W2383305597 @default.
- W2266026389 hasRelatedWork W2748952813 @default.
- W2266026389 hasRelatedWork W2944605189 @default.
- W2266026389 hasRelatedWork W3157916835 @default.
- W2266026389 hasRelatedWork W622965250 @default.
- W2266026389 hasVolume "9" @default.
- W2266026389 isParatext "false" @default.
- W2266026389 isRetracted "false" @default.
- W2266026389 magId "2266026389" @default.
- W2266026389 workType "article" @default.