Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401089081> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2401089081 abstract "Spam campaigns spotted in popular product review websites (e.g., amazon.com) have attracted mounting attention from both industry and academia, where a group of online posters are hired to collaboratively craft deceptive reviews for some target products. The goal is to manipulate perceived reputations of the targets for their best interests. Many efforts have been made to detect such colluders by extracting pointwise features from individual reviewers/reviewer-groups, however, pairwise features which can potentially capture the underlying correlations among colluders are either ignored or just explored insufficiently in the literature. We observed that pairwise features can be more robust to model the relationships among colluders since they, as the ingredients of spam campaigns, are correlated in nature. In this paper, we explore multiple heterogeneous pairwise features in virtue of some collusion signals found in reviewers’ rating behaviors and linguistic patterns. In addition, an unsupervised and intuitive colluder detecting framework has been proposed which can benefit from these pairwise features. Extensive experiments on real dataset show the effectiveness of our method and satisfactory superiority over several competitors." @default.
- W2401089081 created "2016-06-24" @default.
- W2401089081 creator A5065952768 @default.
- W2401089081 creator A5073501391 @default.
- W2401089081 date "2015-06-30" @default.
- W2401089081 modified "2023-10-16" @default.
- W2401089081 title "Combating Product Review Spam Campaigns via Multiple Heterogeneous Pairwise Features" @default.
- W2401089081 cites W1775665607 @default.
- W2401089081 cites W1854214752 @default.
- W2401089081 cites W2013619287 @default.
- W2401089081 cites W2016266039 @default.
- W2401089081 cites W2047221353 @default.
- W2401089081 cites W2047756776 @default.
- W2401089081 cites W2068138600 @default.
- W2401089081 cites W2103063352 @default.
- W2401089081 cites W2107890099 @default.
- W2401089081 cites W2118020555 @default.
- W2401089081 cites W2136710010 @default.
- W2401089081 cites W2150281577 @default.
- W2401089081 cites W2159359879 @default.
- W2401089081 cites W2161283199 @default.
- W2401089081 cites W2189187207 @default.
- W2401089081 cites W2282288858 @default.
- W2401089081 cites W2435251607 @default.
- W2401089081 cites W3124804010 @default.
- W2401089081 doi "https://doi.org/10.1137/1.9781611974010.20" @default.
- W2401089081 hasPublicationYear "2015" @default.
- W2401089081 type Work @default.
- W2401089081 sameAs 2401089081 @default.
- W2401089081 citedByCount "26" @default.
- W2401089081 countsByYear W24010890812015 @default.
- W2401089081 countsByYear W24010890812016 @default.
- W2401089081 countsByYear W24010890812017 @default.
- W2401089081 countsByYear W24010890812018 @default.
- W2401089081 countsByYear W24010890812019 @default.
- W2401089081 countsByYear W24010890812020 @default.
- W2401089081 countsByYear W24010890812021 @default.
- W2401089081 countsByYear W24010890812022 @default.
- W2401089081 crossrefType "proceedings-article" @default.
- W2401089081 hasAuthorship W2401089081A5065952768 @default.
- W2401089081 hasAuthorship W2401089081A5073501391 @default.
- W2401089081 hasConcept C154945302 @default.
- W2401089081 hasConcept C184898388 @default.
- W2401089081 hasConcept C2524010 @default.
- W2401089081 hasConcept C33923547 @default.
- W2401089081 hasConcept C41008148 @default.
- W2401089081 hasConcept C90673727 @default.
- W2401089081 hasConceptScore W2401089081C154945302 @default.
- W2401089081 hasConceptScore W2401089081C184898388 @default.
- W2401089081 hasConceptScore W2401089081C2524010 @default.
- W2401089081 hasConceptScore W2401089081C33923547 @default.
- W2401089081 hasConceptScore W2401089081C41008148 @default.
- W2401089081 hasConceptScore W2401089081C90673727 @default.
- W2401089081 hasLocation W24010890811 @default.
- W2401089081 hasOpenAccess W2401089081 @default.
- W2401089081 hasPrimaryLocation W24010890811 @default.
- W2401089081 hasRelatedWork W150803017 @default.
- W2401089081 hasRelatedWork W2024994743 @default.
- W2401089081 hasRelatedWork W2058155439 @default.
- W2401089081 hasRelatedWork W2388472366 @default.
- W2401089081 hasRelatedWork W2624099140 @default.
- W2401089081 hasRelatedWork W2792285786 @default.
- W2401089081 hasRelatedWork W3016907268 @default.
- W2401089081 hasRelatedWork W3144729189 @default.
- W2401089081 hasRelatedWork W351702084 @default.
- W2401089081 hasRelatedWork W4320341268 @default.
- W2401089081 isParatext "false" @default.
- W2401089081 isRetracted "false" @default.
- W2401089081 magId "2401089081" @default.
- W2401089081 workType "article" @default.