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Contextual Bandit による表示コンテンツの最適化

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October 16, 2014
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Contextual Bandit による表示コンテンツの最適化

Avatar for j.harashima

j.harashima

October 16, 2014
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  1. ϞόΠϧར༻ऀ਺ͷ૿Ճ         

       1$ εϚϗʢϒϥ΢βʣ εϚϗʢΞϓϦʣ Ψϥέʔ
  2. #BOEJUJODPPLQBE w ࿹ɿίϯςϯπʢFHݙཱɺχϡʔεʣ w ใुɿ$53 w ૉੑɿΫΤϦͳͲ w ֶशɿ7PXQBM8BCCJUΛར༻ʢര଎ʂʣ w

    ୳ࡧɿҰ෦17ͰϥϯμϜʹίϯςϯπΛදࣔ w ׆༻ɿ$53࠷େͱظ଴͞ΕΔίϯςϯπΛදࣔ ʢ,%%ͷ:BIPP-BCTͷ࿦จΛΞϨϯδʣ
  3. FH݄೔ʹࡾ೔෼ͷσʔλͰֶशͯ͠ɺҰ೔෼ͷσʔλʹରͯ͠ਪఆ͢Δ৔߹ 0⒐JOF 0OMJOF 10/9 10/10% 10/11% 10/9 10/10% 10/11% m/d

    m/d md%   % md%  % construct%training% and%test%data m/d% % %m’/d’%  mdm’d’ %   % Amazon%S3    10/9% % 10/11%  … … predict%ac:ons learn%model%     %  %  Treasure%Data