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実例から学ぶWatsonプログラミング

 実例から学ぶWatsonプログラミング

SoftLayer Bluemix Community Festa 2016
https://bmxug.connpass.com/event/28141/

Shogo Yoshida

April 16, 2016
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  1. ͜ͷൃදʹ͍ͭͯ w ࿩͢͜ͱ w 8BUTPOͷ࢖͍ํ w 8BUTPOͷ࣮ࡍͷར༻ྫ w ࿩͞ͳ͍͜ͱ w

    8BUTPO಺෦ͷ࢓૊Έʹ͍ͭͯ w ۚࢁɺ෢ాʰ8BUTPOΫΠζ൪૊ʹ௅ઓ͢Δ࣭໰Ԡ౴γεςϜʱ w ର৅ w 8BUTPO͸஌ͬͯΔ͚Ͳ8BUTPO%FWFMPQFS$MPVEΛ ৮ͬͨ͜ͱ͕ͳ͍ΤϯδχΞͷํ
  2. ࣗݾ঺հ w ੴాকޗ w όοΫάϥ΢ϯυ w େֶɿࣗવݴޠॲཧ w લ৬ɿԻ੠ɺը૾ɺ%౳ͷ ϝσΟΞॲཧɾೝࣝ

    w ݱࡏɿ w ݸਓͰεϚϗΞϓϦ։ൃ w 8BUTPOΛ׆༻ͨ͠ҿ৯ళ ϨίϝϯυγεςϜ։ൃ
  3. ໨࣍ w 8BUTPOʹ͍ͭͯ w ֓ཁɾͲ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  4. ໨࣍ w 8BUTPOʹ͍ͭͯ w ֓ཁɾͲ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  5. *#.8BUTPOͱ͸ʁ w จষ΍ը૾ͷΑ͏ͳඇߏ଄σʔ λΛཧղ͠ɺ w ࿦ཧతʹਪ࿦͠ɺ w ܧଓతʹֶश͢Δ͜ͱ͕Ͱ͖Δ ςΫϊϩδʔ w

    ͨͱ͑͹ɺ w ࣗવݴޠͰߏ੒͞ΕΔΫΠζʹ౴͑Δ w ױऀͷσʔλ͔Β঱ঢ়ͱॲஔΛಛఆ͢Δ w ίʔϧηϯλʔͰͷ࣭໰ʹର͢Δճ౴Λఏࣔ͢Δ
  6. 8BUTPO4FSWJDFT w ݴޠ w छྨʢ೔ຊޠରԠ͸छྨʣ w ςΩετ෼ྨɺײ৘෼ੳɺݕࡧɺ຋༁ͳͲ w Ի੠ w

    Ի੠ˠςΩετɺςΩετˠԻ੠ͷछྨ w ը૾ w ը૾ೝࣝͳͲछྨ w σʔλ w ෳ਺ͷཁૉ͕͋Δબ୒ࢶΛ෼ੳ͢Δ΋ͷͳͲछྨ
  7. ໨࣍ w 8BUTPOʹ͍ͭͯ w Ͳ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  8. ໨࣍ w 8BUTPOʹ͍ͭͯ w Ͳ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  9. 7JTVBM3FDPHOJUJPO w ը૾ೝࣝϥΠϒϥϦ w ਺ඦछྨͷ෼ྨͷத͔Βબ͹ΕΔ w ཛྷɺࣗసंɺϐΞϊɺण࢘ɺ੺ɺͳͲ w είΞ΋Ұॹʹग़ྗ w

    #BTFCBMM@'JFME w #BTFCBMM w )PSTF w 4PDDFS@'JFME w #BU@4QPSU w 'VMM@#PEZ
  10. ࣮ݧ಺༰ w ֶश w ֤ϝϯόʔຖʹຕͷը૾Λ༻ҙ w ෳ਺ਓ͍ࣸͬͯΔը૾ɺίεϓϨը૾͸আ͘ w QPTJUJWFͦͷϝϯόʔͷը૾ຕ w

    OFHBUJWFଞͷϝϯόʔਓͷը૾֤ຕ w ςετ w ෼ྨ͸֤ϝϯόʔͷΈΛར༻ w ֤ϝϯόʔຕͣͭͷը૾Ͱςετ
  11. ໨࣍ w 8BUTPOʹ͍ͭͯ w ֓ཁɾͲ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  12. ໨࣍ w 8BUTPOʹ͍ͭͯ w ֓ཁɾͲ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  13. ྉۚ w ࣌ؒʢϝϞϦ(#ɺετϨʔδ(#ʣ w ୯७ܭࢉͰֹ݄ w ϝϞϦɺετϨʔδͷ૿ઃ͸௥ՃྉۚͰՄೳ w .#ҎԼͷΫϥελ͸ແྉ w

    ϥϯΧʔϞσϧ͸ͭʹ͖ͭ w ͭ·Ͱ͸ແྉ w "1*ίʔϧճʹ͖ͭ w ݄ ίʔϧ·Ͱ͸ແྉ w ֶश͸ճʹ͖ͭ w ݄ճ·Ͱແྉ
  14. ໨࣍ w 8BUTPOʹ͍ͭͯ w ֓ཁɾͲ͏͍͏αʔϏε͕͋Δ͔ w 8BUTPOͷ࢖͍ํ w 8BUTPO%FWFMPQFS$MPVEͷ࢝Ίํ w

    ֤αʔϏεͷ࢖͍ํ w 7JTVBM3FDPHOJUJPOɺ/BUVSBM-BOHVBHF $MBTTJpFSɺ3FUSJFWFBOE3BOL w ࣮ࡍͷ8BUTPOͷ׆༻ྫ
  15. άϧϝίϯγΣϧδϡͷॲཧ νϟοτ ߦ͖͍ͨҿ৯ళͷδϟϯϧɾ ໨తɾงғؾͰ෼ྨ
 ྫʣΠλϦΞϯɾσʔτɾ͓ ͠ΌΕ ళฮϕʔε εϧʔػೳ ༧໿ػೳ 33

    /-$ ෼ྨ͕߹க͢Δҿ৯ళͷத͔ Βνϟοτͷ಺༰ͱؔ࿈౓ͷ ߴ͍ީิΛબ୒ ಺༰ɾจࣈ਺Ͱ෼ྨͯ͠ εϧʔɾ༧໿Λߦ͏ ճ౴