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OSMWatchman: Learning How to Detect Vandalized Contributions in OSM Using a Random Forest Classifier
16 references·3 citing·48 second hop
OSMWatchman: Learning How to Detect Vandalized Contributions in OSM Using a Random Forest Classifier (2020)OSMWatchman: Learning How to Detect Vanda…Is deep learning the new agent for map generalization? 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Design Patterns and Business Models for the Next Generation of Software (2012)Recent Developments and Future Trends in Volunteered Geographic Information Research: The Case of OpenStreetMap (2014)MEASURES AND INDICATORS OF VGI QUALITY: AN OVERVIEW (2015)OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing (2020)Studying cooperation and conflict between authors with history flow visualizations (2004)He says, she says (2007)Harnessing the wisdom of crowds in wikipedia (2008)Distinction and Status Production on User-Generated Content Platforms: Using Bourdieu’s Theory of Cultural Production to Understand Social Dynamics in Online Fields (2014)Laboratories of Oligarchy? 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References

  • 2012Assuring the quality of volunteered geographic information773 cited
  • 2012Analyzing the Contributor Activity of a Volunteered Geographic Information Project — The Case of OpenStreetMap319 cited
  • 2015OpenStreetMap in GIScience223 cited
  • 2011Don't bite the newbies204 cited
  • 2012The Annotation Process in OpenStreetMap144 cited
  • 2013Trust as a Proxy Measure for the Quality of Volunteered Geographic Information in the Case of OpenStreetMap122 cited
  • 2012Towards Automatic Vandalism Detection in OpenStreetMap100 cited
  • 2016Vandalism Detection in Wikidata83 cited
  • 2019Is deep learning the new agent for map generalization?81 cited
  • 2010Detecting Wikipedia vandalism with active learning and statistical language models73 cited
  • 2010Crowdsourcing a wikipedia vandalism corpus71 cited
  • 2017Quality assessment of building footprint data using a deep autoencoder network59 cited
  • 2013ASSESSING VOLUNTEERED GEOGRAPHIC INFORMATION (VGI) QUALITY BASED ON CONTRIBUTORS' MAPPING BEHAVIOURS55 cited
  • 2013Detecting Level-of-Detail Inconsistencies in Volunteered Geographic Information Data Sets53 cited
  • 2014Defacing the Map: Cartographic Vandalism in the Digital Commons

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43 cited
  • 2016Amateur or Professional: Assessing the Expertise of Major Contributors in OpenStreetMap Based on Contributing Behaviors40 cited
  • Cited by

    • 2022Attention-Based Vandalism Detection in OpenStreetMap6 cited
    • 2023Citizen science interactions with official geospatial information; Case studies from Mexico5 cited
    • 2021Vandalism Detection in OpenStreetMap via User Embeddings5 cited