FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2093986853> ?p ?o ?g. }

• W2093986853 endingPage "212" @default.
• W2093986853 startingPage "200" @default.
• W2093986853 abstract "The peer-review system of most academic conferences relies on the anonymity of both the authors and reviewers of submissions. In particular, with respect to the authors, the anonymity requirement is heavily disputed and pros and cons are discussed exclusively on a qualitative level. In this paper, we contribute a quantitative argument to this discussion by showing that it is possible for a machine to reveal the identity of authors of scientific publications with high accuracy. We attack the anonymity of authors using statistical analysis of multiple heterogeneous aspects of a paper, such as its citations, its writing style, and its content. We apply several multilabel, multiclass machine learning methods to model the patterns exhibited in each feature category for individual authors and combine them to a single ensemble classifier to deanonymize authors with high accuracy. To the best of our knowledge, this is the first approach that exploits multiple categories of discriminative features and uses multiple, partially complementing classifiers in a single, focused attack on the anonymity of the authors of an academic publication. We evaluate our author identification framework, deAnon, based on a real-world data set of 3894 papers. From these papers, we target 1405 productive authors that each have at least three publications in our data set. Our approach returns a ranking of probable authors for anonymous papers, an ordering for guessing the authors of a paper. In our experiments, following this ranking, the first guess corresponds to one of the authors of a paper in 39.7% of the cases, and at least one of the authors is among the top 10 guesses in 65.6% of all cases. Thus, deAnon significantly outperforms current state-of-the-art techniques for automatic deanonymization." @default.
• W2093986853 created "2016-06-24" @default.
• W2093986853 creator A5009102659 @default.
• W2093986853 creator A5065116578 @default.
• W2093986853 creator A5074477294 @default.
• W2093986853 creator A5082878554 @default.
• W2093986853 creator A5084107603 @default.
• W2093986853 date "2015-01-01" @default.
• W2093986853 modified "2023-10-12" @default.
• W2093986853 title "What You Submit Is Who You Are: A Multimodal Approach for Deanonymizing Scientific Publications" @default.
• W2093986853 cites W160636586 @default.
• W2093986853 cites W1964642694 @default.
• W2093986853 cites W1975653240 @default.
• W2093986853 cites W1976095474 @default.
• W2093986853 cites W1996665163 @default.
• W2093986853 cites W2023294425 @default.
• W2093986853 cites W2035745790 @default.
• W2093986853 cites W2041597619 @default.
• W2093986853 cites W2052684427 @default.
• W2093986853 cites W2077414053 @default.
• W2093986853 cites W2092475127 @default.
• W2093986853 cites W2097776316 @default.
• W2093986853 cites W2110393184 @default.
• W2093986853 cites W2113741278 @default.
• W2093986853 cites W2145827727 @default.
• W2093986853 cites W2153635508 @default.
• W2093986853 cites W2155806188 @default.
• W2093986853 cites W2158903965 @default.
• W2093986853 cites W2167055186 @default.
• W2093986853 cites W4211134195 @default.
• W2093986853 cites W4216093 @default.
• W2093986853 cites W4239510810 @default.
• W2093986853 doi "https://doi.org/10.1109/tifs.2014.2368355" @default.
• W2093986853 hasPublicationYear "2015" @default.
• W2093986853 type Work @default.
• W2093986853 sameAs 2093986853 @default.
• W2093986853 citedByCount "18" @default.
• W2093986853 countsByYear W20939868532015 @default.
• W2093986853 countsByYear W20939868532016 @default.
• W2093986853 countsByYear W20939868532017 @default.
• W2093986853 countsByYear W20939868532018 @default.
• W2093986853 countsByYear W20939868532019 @default.
• W2093986853 countsByYear W20939868532020 @default.
• W2093986853 countsByYear W20939868532021 @default.
• W2093986853 countsByYear W20939868532022 @default.
• W2093986853 crossrefType "journal-article" @default.
• W2093986853 hasAuthorship W2093986853A5009102659 @default.
• W2093986853 hasAuthorship W2093986853A5065116578 @default.
• W2093986853 hasAuthorship W2093986853A5074477294 @default.
• W2093986853 hasAuthorship W2093986853A5082878554 @default.
• W2093986853 hasAuthorship W2093986853A5084107603 @default.
• W2093986853 hasBestOaLocation W20939868532 @default.
• W2093986853 hasConcept C11192451 @default.
• W2093986853 hasConcept C116834253 @default.
• W2093986853 hasConcept C119857082 @default.
• W2093986853 hasConcept C154945302 @default.
• W2093986853 hasConcept C165696696 @default.
• W2093986853 hasConcept C177264268 @default.
• W2093986853 hasConcept C178005623 @default.
• W2093986853 hasConcept C189430467 @default.
• W2093986853 hasConcept C199360897 @default.
• W2093986853 hasConcept C23123220 @default.
• W2093986853 hasConcept C2522767166 @default.
• W2093986853 hasConcept C38652104 @default.
• W2093986853 hasConcept C41008148 @default.
• W2093986853 hasConcept C59822182 @default.
• W2093986853 hasConcept C86803240 @default.
• W2093986853 hasConcept C95623464 @default.
• W2093986853 hasConcept C97931131 @default.
• W2093986853 hasConceptScore W2093986853C11192451 @default.
• W2093986853 hasConceptScore W2093986853C116834253 @default.
• W2093986853 hasConceptScore W2093986853C119857082 @default.
• W2093986853 hasConceptScore W2093986853C154945302 @default.
• W2093986853 hasConceptScore W2093986853C165696696 @default.
• W2093986853 hasConceptScore W2093986853C177264268 @default.
• W2093986853 hasConceptScore W2093986853C178005623 @default.
• W2093986853 hasConceptScore W2093986853C189430467 @default.
• W2093986853 hasConceptScore W2093986853C199360897 @default.
• W2093986853 hasConceptScore W2093986853C23123220 @default.
• W2093986853 hasConceptScore W2093986853C2522767166 @default.
• W2093986853 hasConceptScore W2093986853C38652104 @default.
• W2093986853 hasConceptScore W2093986853C41008148 @default.
• W2093986853 hasConceptScore W2093986853C59822182 @default.
• W2093986853 hasConceptScore W2093986853C86803240 @default.
• W2093986853 hasConceptScore W2093986853C95623464 @default.
• W2093986853 hasConceptScore W2093986853C97931131 @default.
• W2093986853 hasFunder F4320306076 @default.
• W2093986853 hasIssue "1" @default.
• W2093986853 hasLocation W20939868531 @default.
• W2093986853 hasLocation W20939868532 @default.
• W2093986853 hasLocation W20939868533 @default.
• W2093986853 hasOpenAccess W2093986853 @default.
• W2093986853 hasPrimaryLocation W20939868531 @default.
• W2093986853 hasRelatedWork W1576360539 @default.
• W2093986853 hasRelatedWork W2044507188 @default.
• W2093986853 hasRelatedWork W2077414053 @default.
• W2093986853 hasRelatedWork W2086253379 @default.
• W2093986853 hasRelatedWork W2129933262 @default.

• next