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"Are Machines Better Than Humans in Image Tagging?" - A User Study Adds to the Puzzle [chapter]

Ralph Ewerth, Matthias Springstein, Lo An Phan-Vogtmann, Juliane Schütze
2017 Lecture Notes in Computer Science  
In total, 23 participants were asked to annotate more than 1000 images of a benchmark dataset, which is the most comprehensive study in the field so far.  ...  Going beyond recent crowdsourcing studies in this respect, we also report results of two extensive user studies.  ...  The software did not allow users to return to a previously annotated image. All users completed the task within the given time limit.  ... 
doi:10.1007/978-3-319-56608-5_15 fatcat:qdroujmshfdyfaoezbs7igbkoy

"Are Machines Better Than Humans in Image Tagging?" - A User Study Adds to the Puzzle [article]

Ralph Ewerth, Matthias Springstein, Lo An Phan-Vogtmann, Juliane Schütze, University, My, University, My
2020
In total, 23 participants were asked to annotate more than 1000 images of a benchmark dataset, which is the most comprehensive study in the field so far.  ...  Going beyond recent crowdsourcing studies in this respect, we also report results of two extensive user studies.  ...  The software did not allow users to return to a previously annotated image. All users completed the task within the given time limit.  ... 
doi:10.15488/9788 fatcat:hgbtn2e3b5f6xmzd4vbs47om2i