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Research on Wikipedia Vandalism: a brief literature review

Published: 14 June 2016 Publication History

Abstract

Research on vandalism in Wikipedia has been of interest for the last decade. This paper performs a literature review on the subject, with the goal of identifying the main research topics and approaches, methods and techniques used. 67 papers have been reviewed. Results showed that the authorship of three-quarters of papers are from Computer Science researchers. Other identified authors come from Humanities and Social Sciences, and Education. Main topic is the detection of vandalism, although there is a increasing interest about content quality. The most commonly used technique is machine learning, based on feature analysis. It draws attention to the lack of research on information behavior of vandals.

References

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Park, T. K. 2011. The visibility of Wikipedia in scholarly publications. First Monday, 16, 8. http://www.ojphi.org/ojs/index.php/fm/article/view/3492/3031
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Bar-Ilan, J. and Aharony, N. 2014. Twelve years of Wikipedia research. In Procs of the 2014 ACM Conf. on Web Science. WebSci'14. New York: ACM Press, 243--244. DOI=http://dx.doi.org/10.1145/2615569.2615643
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Tramullas, J. 2015. Wikipedia como objeto de investigación. In Anuario ThinkEPI, 9, 223--226. DOI=http://dx.doi.org/10.3145/thinkepi.2015.50
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Nielsen, F.Å. 2012. Wikipedia Research and Tools: Review and Comments. SSRN Electronic Journal, 66. DOI=http://dx.doi.org/10.2139/ssrn.2129874
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Potthast, M. et al. 2010. Overview of the 1st international competition on wikipedia vandalism detection. CEUR Workshop Proceedings. http://ceur-ws.org/Vol-1176/CLEF2010wn-PAN-PotthastEt2010b.pdf
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Potthast, M. et al. 2010. Overview of the 1st international competition on wikipedia vandalism detection. CEUR Workshop Proceedings. http://ceur-ws.org/Vol-1176/CLEF2010wn-PAN-PotthastEt2010b.pdf
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Potthast, M. 2010. Crowdsourcing a wikipedia vandalism corpus. Procs of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10 (New York, USA, 2010), 789--790. DOI=http://dx.doi.org/10.1145/1835449.1835617
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Heindorf, S. et al. 2015. Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis. Procs of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15 (New York, USA, 2015), 831--834. DOI=http://dx.doi.org/10.1145/2766462.2767804
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Okoli, C. 2009. A brief review of studies of Wikipedia in peer-reviewed journals. In Procs of the Third Intl. Conf. on Digital Society ICDS '09, Cancun, México, 155--160. DOI=http://dx.doi.org/10.1109/ICDS.2009.28
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Martin, O.S. 2011. A Wikipedia literature review. ArXiV, abs/1110.5863. DOI=http://arxiv.org/abs/1110.5863
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Jullien, N. 2012. What we know about Wikipedia: A review of the literature analyzing the project(s). SSRN electronic journal. DOI=http://dx.doi.org/10.2139/ssrn.2053597
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Mesgari, M., et al. 2015. "The sum of all human knowledge": A systematic review of scholarly research on the content of Wikipedia. Journal of the Association for Information Science and Technology, 66, 2, 219--245. DOI=http://dx.doi.org/10.1002/asi.23172
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Okoli, C. and Schabram, K. 2009a. Protocol for a systematic literature review of research on the Wikipedia. In Procs of the International Conference on Management of Emergent Digital EcoSystems MEDES 2009, 458--459. DOI=http://dx.doi.org/10.1145/1643823.1643912
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Okoli, C. and Schabram, K. 2009b. Protocol for a Systematic Literature Review of Research on the Wikipedia. (Oct. 2009). SSRN electronic journal. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2291710
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https://en.wikipedia.org/wiki/Wikipedia:STiki
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http://wikitrust.soe.ucsc.edu/
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Mola Velasco, S.M. 2010. Wikipedia vandalism detection through machine learning: Feature review and new proposals: Lab report for PAN at CLEF 2010. CEUR Workshop Proceedings (2010). http://arxiv.org/pdf/1210.5560.pdf
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Adler, B.T. et al. 2011. Wikipedia Vandalism Detection: Combining Natural Language, Metadata, and Reputation Features. CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing. A. Gelbukh, ed. Springer Verlag. 277--288. http://repository.upenn.edu/cgi/viewcontent.cgi?article=1494&context=cis_papers
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CERI '16: Proceedings of the 4th Spanish Conference on Information Retrieval
June 2016
146 pages
ISBN:9781450341417
DOI:10.1145/2934732
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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  • University of Granada: University of Granada

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 14 June 2016

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Author Tags

  1. Wikipedia
  2. literature review
  3. vandalism

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  • Short-paper
  • Research
  • Refereed limited

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CERI '16

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CERI '16 Paper Acceptance Rate 18 of 27 submissions, 67%;
Overall Acceptance Rate 36 of 51 submissions, 71%

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Cited By

View all
  • (2024)Using Wikipedia to Develop 21st Century Skills: Perspectives from General Education StudentsEducation Sciences10.3390/educsci1401010114:1(101)Online publication date: 17-Jan-2024
  • (2024)Governance Capture in a Self-Governing Community: A Qualitative Comparison of the Croatian, Serbian, Bosnian, and Serbo-Croatian WikipediasProceedings of the ACM on Human-Computer Interaction10.1145/36373388:CSCW1(1-26)Online publication date: 26-Apr-2024
  • (2024)TRACES OF UNEQUAL ENTRY REQUIREMENT FOR ILLUSTRIOUS PEOPLE ON WIKIPEDIA BASED ON THEIR GENDERAdvances in Complex Systems10.1142/S021952592450003627:03Online publication date: 14-Jun-2024
  • (2023)How Did They Build the Free Encyclopedia? A Literature Review of Collaboration and Coordination among Wikipedia EditorsACM Transactions on Computer-Human Interaction10.1145/361736931:1(1-48)Online publication date: 29-Nov-2023
  • (2023)Interpretable Classification of Wiki-Review StreamsIEEE Access10.1109/ACCESS.2023.334247211(141137-141151)Online publication date: 2023
  • (2023)A Wiki-based dataset of military operations with novel strategic technologies (MONSTr)International Interactions10.1080/03050629.2023.221484549:4(639-668)Online publication date: 30-May-2023
  • (2020)Cartographic Vandalism in the Era of Location-Based Games—The Case of OpenStreetMap and Pokémon GOISPRS International Journal of Geo-Information10.3390/ijgi90401979:4(197)Online publication date: 26-Mar-2020
  • (2020)Characterizing Online Vandalism: A Rational Choice PerspectiveInternational Conference on Social Media and Society10.1145/3400806.3400813(47-57)Online publication date: 22-Jul-2020
  • (2018)University students in the educational field and Wikipedia vandalismProceedings of the 14th International Symposium on Open Collaboration10.1145/3233391.3233540(1-7)Online publication date: 22-Aug-2018
  • (2018)Use of Wikipedia categories on information retrieval researchProceedings of the 5th Spanish Conference on Information Retrieval10.1145/3230599.3230617(1-4)Online publication date: 26-Jun-2018

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