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The Accuracy and Value of Machine-Generated Image Tags Design and User Evaluation of an End-to-End Image Tagging System Lexing Xie, Apostol Natsev, Matthew Hill, John R. Smith IBM Watson Research Center, Hawthorne, NY, U
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Document Date: 2012-04-29 22:39:05


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File Size: 499,60 KB

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New York / Cambridge / TAXONOMY / /

Company

IBM / Neural Information Processing Systems / BT / Sky (facet) Substances (facet) Urban (facet) Structures (facet) Vehicles (facet) Group / /

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Jordan / United States / /

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USD / /

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Street Scene / /

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Product Issues / Product Recall / /

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Monument Church/ Tower Black Blue Gold / Sky/ Clouds Sunset/ Sunrise Sand Park Sign Boat/Ship Snow Urban Building / /

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grass_field urban park sand food_dish wave skyline_night town / social media users / pre-processing steps / image tag recommendation systems / media content / urban park sand food_dish wave skyline_night town skyline_day tree_foliage street_scene public_aquarium fish / re-ranking algorithms / image tagging applications / web application / photo sharing services / ubiquitous and diverse content sharing services / mobile and online media / vegetation car / automated tagging systems / collaborative tagging systems / social media sources / electronic products / social media / car party wedding downtown meeting skyline_night snow computer / car lake mountain harbor animal waterfall field_sport / image auto-tagging systems / Travel pictures / social tagging systems / Online Proceeding / red sunset car party wedding downtown / Web-scale / large photo sharing site / /

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Matthew Hill / /

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Microsoft Windows / /

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MIT / U.S. Securities and Exchange Commission / Sky/ Clouds Sunset/ Sunrise Sand Park Sign Boat/Ship Snow Urban Building/ Architecture Road Vegetation Town Car Flowers Harbor Door/Gate Grass/ Field Street Scene Windows Landmark/ Monument Church / vs. / sky_clouds church / John R. Smith IBM Watson Research Center / Pattern Analysis and Machine Intelligence / /

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M. Slaney / Bao Nyugen / K. Van De Sande / Rong Yan / K. Q. Weinberger / Ambreen Javed / J. Tesic / T. Gevers / C. Snoek / Alex Phillips / A. Vedaldi / V / R. Yan / J. R. Smith / R. Van Zwol / Apostol Natsev / John R. Smith / Matthew Hill / /

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representative / /

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refinement / Flickr / Flickr API / /

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PASCAL / /

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New York / Massachusetts / /

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IEEE Transactions on Pattern Analysis and Machine Intelligence / Journal of Artificial Intelligence Research / /

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API / re-ranking algorithms / /

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http /

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